#appliedscience — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #appliedscience, aggregated by home.social.
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The Importance Of Trusted [spatial] Data In The Real World - And How Geovation Is Evolving
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https://www.ordnancesurvey.co.uk/blog/how-geovations-role-is-evolving <-- shared technical/overview article
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https://geovation.uk/ <-- shared Geovation home page
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H/T @gareth Sumner | Head of Geovation, Leading innovation, connecting innovators with real world problems and championing design thinking
“… How can technology 👨💻 create meaningful impact in the real world? 🌍
Today that question feels more relevant than ever.
While much of the conversation around AI focuses on digital tools and experiences, what I really care about is its potential to improve outcomes in the physical world.
That's where trusted, foundational data becomes critical – and it has become our north star as Geovation continues to evolve…”
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“Geovation is Ordnance Survey (OS)'s innovation programme, pioneered more than 15 years ago to foster a geospatial ecosystem for startups to solve real world challenges. Now its head, Gareth Sumner, considers the importance of trusted data and AI in today's world and how Geovation is evolving into a national data innovation and impact lab: a place where government data, entrepreneurial talent and real-world challenges come together…”
#Geovation #AI #machinelearning #innovation #usecase #appliedscience #AI #GeoAI #geospatialecosystem #startups #industrysupport #data #realworld #UK #LocationTech #SpatialInnovation #MappingTheFuture #TechStartups #InnovationHub #Entrepreneurship #FoundersUK #GIS #spatial #mapping #BritainMapped #MadeInUK
@OrdnanceSurvey | @Geovation -
The Importance Of Trusted [spatial] Data In The Real World - And How Geovation Is Evolving
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https://www.ordnancesurvey.co.uk/blog/how-geovations-role-is-evolving <-- shared technical/overview article
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https://geovation.uk/ <-- shared Geovation home page
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H/T @gareth Sumner | Head of Geovation, Leading innovation, connecting innovators with real world problems and championing design thinking
“… How can technology 👨💻 create meaningful impact in the real world? 🌍
Today that question feels more relevant than ever.
While much of the conversation around AI focuses on digital tools and experiences, what I really care about is its potential to improve outcomes in the physical world.
That's where trusted, foundational data becomes critical – and it has become our north star as Geovation continues to evolve…”
--
“Geovation is Ordnance Survey (OS)'s innovation programme, pioneered more than 15 years ago to foster a geospatial ecosystem for startups to solve real world challenges. Now its head, Gareth Sumner, considers the importance of trusted data and AI in today's world and how Geovation is evolving into a national data innovation and impact lab: a place where government data, entrepreneurial talent and real-world challenges come together…”
#Geovation #AI #machinelearning #innovation #usecase #appliedscience #AI #GeoAI #geospatialecosystem #startups #industrysupport #data #realworld #UK #LocationTech #SpatialInnovation #MappingTheFuture #TechStartups #InnovationHub #Entrepreneurship #FoundersUK #GIS #spatial #mapping #BritainMapped #MadeInUK
@OrdnanceSurvey | @Geovation -
The Importance Of Trusted [spatial] Data In The Real World - And How Geovation Is Evolving
--
https://www.ordnancesurvey.co.uk/blog/how-geovations-role-is-evolving <-- shared technical/overview article
--
https://geovation.uk/ <-- shared Geovation home page
--
H/T @gareth Sumner | Head of Geovation, Leading innovation, connecting innovators with real world problems and championing design thinking
“… How can technology 👨💻 create meaningful impact in the real world? 🌍
Today that question feels more relevant than ever.
While much of the conversation around AI focuses on digital tools and experiences, what I really care about is its potential to improve outcomes in the physical world.
That's where trusted, foundational data becomes critical – and it has become our north star as Geovation continues to evolve…”
--
“Geovation is Ordnance Survey (OS)'s innovation programme, pioneered more than 15 years ago to foster a geospatial ecosystem for startups to solve real world challenges. Now its head, Gareth Sumner, considers the importance of trusted data and AI in today's world and how Geovation is evolving into a national data innovation and impact lab: a place where government data, entrepreneurial talent and real-world challenges come together…”
#Geovation #AI #machinelearning #innovation #usecase #appliedscience #AI #GeoAI #geospatialecosystem #startups #industrysupport #data #realworld #UK #LocationTech #SpatialInnovation #MappingTheFuture #TechStartups #InnovationHub #Entrepreneurship #FoundersUK #GIS #spatial #mapping #BritainMapped #MadeInUK
@OrdnanceSurvey | @Geovation -
The Importance Of Trusted [spatial] Data In The Real World - And How Geovation Is Evolving
--
https://www.ordnancesurvey.co.uk/blog/how-geovations-role-is-evolving <-- shared technical/overview article
--
https://geovation.uk/ <-- shared Geovation home page
--
H/T @gareth Sumner | Head of Geovation, Leading innovation, connecting innovators with real world problems and championing design thinking
“… How can technology 👨💻 create meaningful impact in the real world? 🌍
Today that question feels more relevant than ever.
While much of the conversation around AI focuses on digital tools and experiences, what I really care about is its potential to improve outcomes in the physical world.
That's where trusted, foundational data becomes critical – and it has become our north star as Geovation continues to evolve…”
--
“Geovation is Ordnance Survey (OS)'s innovation programme, pioneered more than 15 years ago to foster a geospatial ecosystem for startups to solve real world challenges. Now its head, Gareth Sumner, considers the importance of trusted data and AI in today's world and how Geovation is evolving into a national data innovation and impact lab: a place where government data, entrepreneurial talent and real-world challenges come together…”
#Geovation #AI #machinelearning #innovation #usecase #appliedscience #AI #GeoAI #geospatialecosystem #startups #industrysupport #data #realworld #UK #LocationTech #SpatialInnovation #MappingTheFuture #TechStartups #InnovationHub #Entrepreneurship #FoundersUK #GIS #spatial #mapping #BritainMapped #MadeInUK
@OrdnanceSurvey | @Geovation -
The Importance Of Trusted [spatial] Data In The Real World - And How Geovation Is Evolving
--
https://www.ordnancesurvey.co.uk/blog/how-geovations-role-is-evolving <-- shared technical/overview article
--
https://geovation.uk/ <-- shared Geovation home page
--
H/T @gareth Sumner | Head of Geovation, Leading innovation, connecting innovators with real world problems and championing design thinking
“… How can technology 👨💻 create meaningful impact in the real world? 🌍
Today that question feels more relevant than ever.
While much of the conversation around AI focuses on digital tools and experiences, what I really care about is its potential to improve outcomes in the physical world.
That's where trusted, foundational data becomes critical – and it has become our north star as Geovation continues to evolve…”
--
“Geovation is Ordnance Survey (OS)'s innovation programme, pioneered more than 15 years ago to foster a geospatial ecosystem for startups to solve real world challenges. Now its head, Gareth Sumner, considers the importance of trusted data and AI in today's world and how Geovation is evolving into a national data innovation and impact lab: a place where government data, entrepreneurial talent and real-world challenges come together…”
#Geovation #AI #machinelearning #innovation #usecase #appliedscience #AI #GeoAI #geospatialecosystem #startups #industrysupport #data #realworld #UK #LocationTech #SpatialInnovation #MappingTheFuture #TechStartups #InnovationHub #Entrepreneurship #FoundersUK #GIS #spatial #mapping #BritainMapped #MadeInUK
@OrdnanceSurvey | @Geovation -
Building bridges: Hessen Wisconsin partnership brings UW-River Falls and German university THM together
RIVER FALLS — A longstanding partnership between Wisconsin and the German state of Hessen will help provide rich academic and…
#Germany #DE #Europe #EU #Europa #appliedscience #Gießen #HessenTechnischeHochschuleMittelhsessen #UW-RiverFalls
https://www.europesays.com/germany/67454/ -
Building bridges: Hessen Wisconsin partnership brings UW-River Falls and German university THM together https://www.byteseu.com/2253695/ #AppliedScience #Germany #giessen #HessenTechnischeHochschuleMittelhsessen #UWRiverFalls
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@tlohde We have a EcoTank ET-M1170 in the lab with special ink for printing on transparencies from https://filmdirectonline.com (UV blocking).
See https://www.youtube.com/watch?v=bR9EN3kUlfg #AppliedScience for reference.
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@tlohde We have a EcoTank ET-M1170 in the lab with special ink for printing on transparencies from https://filmdirectonline.com (UV blocking).
See https://www.youtube.com/watch?v=bR9EN3kUlfg #AppliedScience for reference.
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@tlohde We have a EcoTank ET-M1170 in the lab with special ink for printing on transparencies from https://filmdirectonline.com (UV blocking).
See https://www.youtube.com/watch?v=bR9EN3kUlfg #AppliedScience for reference.
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@tlohde We have a EcoTank ET-M1170 in the lab with special ink for printing on transparencies from https://filmdirectonline.com (UV blocking).
See https://www.youtube.com/watch?v=bR9EN3kUlfg #AppliedScience for reference.
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@tlohde We have a EcoTank ET-M1170 in the lab with special ink for printing on transparencies from https://filmdirectonline.com (UV blocking).
See https://www.youtube.com/watch?v=bR9EN3kUlfg #AppliedScience for reference.
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Allied and applied sciences help bridge the gap between theoretical knowledge and practical learning. Modern education increasingly focuses on scientific understanding, experimentation, research, and real-world problem-solving skills.
This article explores why allied and applied sciences are becoming increasingly important in modern education: https://medium.com/@patanjaliwebsites/why-allied-and-applied-sciences-are-important-in-modern-education-c2dbcfe96aa8
#AppliedScience #HigherEducation #ScientificLearning #UniversityEducation #Research
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Allied and applied sciences help bridge the gap between theoretical knowledge and practical learning. Modern education increasingly focuses on scientific understanding, experimentation, research, and real-world problem-solving skills.
This article explores why allied and applied sciences are becoming increasingly important in modern education: https://medium.com/@patanjaliwebsites/why-allied-and-applied-sciences-are-important-in-modern-education-c2dbcfe96aa8
#AppliedScience #HigherEducation #ScientificLearning #UniversityEducation #Research
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Allied and applied sciences help bridge the gap between theoretical knowledge and practical learning. Modern education increasingly focuses on scientific understanding, experimentation, research, and real-world problem-solving skills.
This article explores why allied and applied sciences are becoming increasingly important in modern education: https://medium.com/@patanjaliwebsites/why-allied-and-applied-sciences-are-important-in-modern-education-c2dbcfe96aa8
#AppliedScience #HigherEducation #ScientificLearning #UniversityEducation #Research
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Allied and applied sciences help bridge the gap between theoretical knowledge and practical learning. Modern education increasingly focuses on scientific understanding, experimentation, research, and real-world problem-solving skills.
This article explores why allied and applied sciences are becoming increasingly important in modern education: https://medium.com/@patanjaliwebsites/why-allied-and-applied-sciences-are-important-in-modern-education-c2dbcfe96aa8
#AppliedScience #HigherEducation #ScientificLearning #UniversityEducation #Research
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Allied and applied sciences help bridge the gap between theoretical knowledge and practical learning. Modern education increasingly focuses on scientific understanding, experimentation, research, and real-world problem-solving skills.
This article explores why allied and applied sciences are becoming increasingly important in modern education: https://medium.com/@patanjaliwebsites/why-allied-and-applied-sciences-are-important-in-modern-education-c2dbcfe96aa8
#AppliedScience #HigherEducation #ScientificLearning #UniversityEducation #Research
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https://www.europesays.com/ch/59651/ Modal synergies between dockless electric bikes and rail transit in Lausanne Switzerland #AppliedScience #ClimateChangeManagementAndPolicy #energy #Environment #EnvironmentalSocialSciences #General #Geography #multidisciplinary #Switzerland #TransportationTechnologyAndTrafficEngineering
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@ScienceScholar So #UK has decided to move money away from #BlueSky research and into #AppliedScience research. That makes sense. #UK economy has to grow and the money is limited. Some priorities have to be set and some funding has to be cut.
The concern is that if #BlueSky research is cut how will new scientific breakthroughs happen, which will then flow into new #AppliedScience research.
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@ScienceScholar So #UK has decided to move money away from #BlueSky research and into #AppliedScience research. That makes sense. #UK economy has to grow and the money is limited. Some priorities have to be set and some funding has to be cut.
The concern is that if #BlueSky research is cut how will new scientific breakthroughs happen, which will then flow into new #AppliedScience research.
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@ScienceScholar So #UK has decided to move money away from #BlueSky research and into #AppliedScience research. That makes sense. #UK economy has to grow and the money is limited. Some priorities have to be set and some funding has to be cut.
The concern is that if #BlueSky research is cut how will new scientific breakthroughs happen, which will then flow into new #AppliedScience research.
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@ScienceScholar So #UK has decided to move money away from #BlueSky research and into #AppliedScience research. That makes sense. #UK economy has to grow and the money is limited. Some priorities have to be set and some funding has to be cut.
The concern is that if #BlueSky research is cut how will new scientific breakthroughs happen, which will then flow into new #AppliedScience research.
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@ScienceScholar So #UK has decided to move money away from #BlueSky research and into #AppliedScience research. That makes sense. #UK economy has to grow and the money is limited. Some priorities have to be set and some funding has to be cut.
The concern is that if #BlueSky research is cut how will new scientific breakthroughs happen, which will then flow into new #AppliedScience research.
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https://www.europesays.com/ch/29633/ The uneven landscape of Swiss travel behavior: evidence of mobility inequality from the national microcensus #AppliedScience #ClimateChangeManagementAndPolicy #energy #Environment #EnvironmentalSocialSciences #General #Geography #multidisciplinary #Swiss #Switzerland #TransportationTechnologyAndTrafficEngineering
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A ‘Waylaid' Teaching Diorama – USGS “Geology For Land Use”
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For about 3 years, this gorgeous diorama has ‘just’ been sitting in a corner of a (common) hallway.
I can’t help but wonder its history:
• What prompted its creation?
• Who was the artisan (truly!) that created it and used those components and focus?
• When was it created? (late 1960s as an educated guess????)
• Why was it seen as useful / in what setting? (as I am sure it was)
• How was it funded?
(never mind that I want to claim it for my office, space notwithstanding…)
#geology #landuse #trainingaid #education #diorama #oldschool #fedscience #fedservice #education #technical #professional #spatial #landform #geomorphology #usecase #appliedscience #geoscience #USGS
@USGS -
A ‘Waylaid' Teaching Diorama – USGS “Geology For Land Use”
--
For about 3 years, this gorgeous diorama has ‘just’ been sitting in a corner of a (common) hallway.
I can’t help but wonder its history:
• What prompted its creation?
• Who was the artisan (truly!) that created it and used those components and focus?
• When was it created? (late 1960s as an educated guess????)
• Why was it seen as useful / in what setting? (as I am sure it was)
• How was it funded?
(never mind that I want to claim it for my office, space notwithstanding…)
#geology #landuse #trainingaid #education #diorama #oldschool #fedscience #fedservice #education #technical #professional #spatial #landform #geomorphology #usecase #appliedscience #geoscience #USGS
@USGS -
A ‘Waylaid' Teaching Diorama – USGS “Geology For Land Use”
--
For about 3 years, this gorgeous diorama has ‘just’ been sitting in a corner of a (common) hallway.
I can’t help but wonder its history:
• What prompted its creation?
• Who was the artisan (truly!) that created it and used those components and focus?
• When was it created? (late 1960s as an educated guess????)
• Why was it seen as useful / in what setting? (as I am sure it was)
• How was it funded?
(never mind that I want to claim it for my office, space notwithstanding…)
#geology #landuse #trainingaid #education #diorama #oldschool #fedscience #fedservice #education #technical #professional #spatial #landform #geomorphology #usecase #appliedscience #geoscience #USGS
@USGS -
A ‘Waylaid' Teaching Diorama – USGS “Geology For Land Use”
--
For about 3 years, this gorgeous diorama has ‘just’ been sitting in a corner of a (common) hallway.
I can’t help but wonder its history:
• What prompted its creation?
• Who was the artisan (truly!) that created it and used those components and focus?
• When was it created? (late 1960s as an educated guess????)
• Why was it seen as useful / in what setting? (as I am sure it was)
• How was it funded?
(never mind that I want to claim it for my office, space notwithstanding…)
#geology #landuse #trainingaid #education #diorama #oldschool #fedscience #fedservice #education #technical #professional #spatial #landform #geomorphology #usecase #appliedscience #geoscience #USGS
@USGS -
A ‘Waylaid' Teaching Diorama – USGS “Geology For Land Use”
--
For about 3 years, this gorgeous diorama has ‘just’ been sitting in a corner of a (common) hallway.
I can’t help but wonder its history:
• What prompted its creation?
• Who was the artisan (truly!) that created it and used those components and focus?
• When was it created? (late 1960s as an educated guess????)
• Why was it seen as useful / in what setting? (as I am sure it was)
• How was it funded?
(never mind that I want to claim it for my office, space notwithstanding…)
#geology #landuse #trainingaid #education #diorama #oldschool #fedscience #fedservice #education #technical #professional #spatial #landform #geomorphology #usecase #appliedscience #geoscience #USGS
@USGS -
Its nice to encouraging stories like this - and exciting.
Over a pint in Oxford, we may have stumbled upon the holy grail of agriculture
https://www.theguardian.com/commentisfree/2025/dec/05/agriculture-revolution-soil-farming-earth-rover-program?CMP=Share_AndroidApp_Other#SustainableFarming #AppliedScience #ecosystems #soil #SoilStructure
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Its nice to encouraging stories like this - and exciting.
Over a pint in Oxford, we may have stumbled upon the holy grail of agriculture
https://www.theguardian.com/commentisfree/2025/dec/05/agriculture-revolution-soil-farming-earth-rover-program?CMP=Share_AndroidApp_Other#SustainableFarming #AppliedScience #ecosystems #soil #SoilStructure
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Its nice to encouraging stories like this - and exciting.
Over a pint in Oxford, we may have stumbled upon the holy grail of agriculture
https://www.theguardian.com/commentisfree/2025/dec/05/agriculture-revolution-soil-farming-earth-rover-program?CMP=Share_AndroidApp_Other#SustainableFarming #AppliedScience #ecosystems #soil #SoilStructure
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Its nice to encouraging stories like this - and exciting.
Over a pint in Oxford, we may have stumbled upon the holy grail of agriculture
https://www.theguardian.com/commentisfree/2025/dec/05/agriculture-revolution-soil-farming-earth-rover-program?CMP=Share_AndroidApp_Other#SustainableFarming #AppliedScience #ecosystems #soil #SoilStructure
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Its nice to encouraging stories like this - and exciting.
Over a pint in Oxford, we may have stumbled upon the holy grail of agriculture
https://www.theguardian.com/commentisfree/2025/dec/05/agriculture-revolution-soil-farming-earth-rover-program?CMP=Share_AndroidApp_Other#SustainableFarming #AppliedScience #ecosystems #soil #SoilStructure
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A Five-Year Milestone - Reflections On Advances And Limitations In GeoAI Research
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https://www.acsu.buffalo.edu/~yhu42/papers/2024_AnnalsofGIS_GeoAI.pdf <-- shared 2024 paper
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https://doi.org/10.1016/j.jag.2025.104368 <-- shared 2025 paper
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[GeoAI has changed markedly since this 1st paper was written, but there is still much value in what it states]
#GIS #spatial #mapping #AI #spatialanalysis #GeoAI #theory #perspectives #Giscience #geography #advances #limitations #model #modeling #spatiallyexplicit #realworld #usecase #application #problemsolving #AAG #research #appliedscience #generalizability
@AAG -
A Five-Year Milestone - Reflections On Advances And Limitations In GeoAI Research
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https://www.acsu.buffalo.edu/~yhu42/papers/2024_AnnalsofGIS_GeoAI.pdf <-- shared 2024 paper
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https://doi.org/10.1016/j.jag.2025.104368 <-- shared 2025 paper
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[GeoAI has changed markedly since this 1st paper was written, but there is still much value in what it states]
#GIS #spatial #mapping #AI #spatialanalysis #GeoAI #theory #perspectives #Giscience #geography #advances #limitations #model #modeling #spatiallyexplicit #realworld #usecase #application #problemsolving #AAG #research #appliedscience #generalizability
@AAG -
A Five-Year Milestone - Reflections On Advances And Limitations In GeoAI Research
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https://www.acsu.buffalo.edu/~yhu42/papers/2024_AnnalsofGIS_GeoAI.pdf <-- shared 2024 paper
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https://doi.org/10.1016/j.jag.2025.104368 <-- shared 2025 paper
--
[GeoAI has changed markedly since this 1st paper was written, but there is still much value in what it states]
#GIS #spatial #mapping #AI #spatialanalysis #GeoAI #theory #perspectives #Giscience #geography #advances #limitations #model #modeling #spatiallyexplicit #realworld #usecase #application #problemsolving #AAG #research #appliedscience #generalizability
@AAG -
A Five-Year Milestone - Reflections On Advances And Limitations In GeoAI Research
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https://www.acsu.buffalo.edu/~yhu42/papers/2024_AnnalsofGIS_GeoAI.pdf <-- shared 2024 paper
--
https://doi.org/10.1016/j.jag.2025.104368 <-- shared 2025 paper
--
[GeoAI has changed markedly since this 1st paper was written, but there is still much value in what it states]
#GIS #spatial #mapping #AI #spatialanalysis #GeoAI #theory #perspectives #Giscience #geography #advances #limitations #model #modeling #spatiallyexplicit #realworld #usecase #application #problemsolving #AAG #research #appliedscience #generalizability
@AAG -
A Five-Year Milestone - Reflections On Advances And Limitations In GeoAI Research
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https://www.acsu.buffalo.edu/~yhu42/papers/2024_AnnalsofGIS_GeoAI.pdf <-- shared 2024 paper
--
https://doi.org/10.1016/j.jag.2025.104368 <-- shared 2025 paper
--
[GeoAI has changed markedly since this 1st paper was written, but there is still much value in what it states]
#GIS #spatial #mapping #AI #spatialanalysis #GeoAI #theory #perspectives #Giscience #geography #advances #limitations #model #modeling #spatiallyexplicit #realworld #usecase #application #problemsolving #AAG #research #appliedscience #generalizability
@AAG -
The Myth And Reality Of ‘Physics-Based’ Models In Geosciences
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https://geoaiunpacked.substack.com/p/the-myth-and-reality-of-physics-based <-- shared technical article
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“Across hydrology, fire, weather, and climate science, models are often described as physics-based—a phrase that evokes rigor, transparency, and trust. Yet, beneath the surface, much of what drives these models are empirical relationships and parameterizations rather than direct solutions of physical laws. These assumptions are necessary to make the equations computable, but they also introduce biases, tuning artifacts, and uncertainties that can propagate through every layer of simulation.
This doesn’t mean physics-based models are flawed or obsolete; rather, it highlights the complexity of modeling natural systems…”
#GeoAI #datadriven #physicsbased #model #modeling #usecase #appliedscience #accuracy #appropriateness #simulation #naturalsystems #hybrid #physicalrealism #hydrology #fire #weather #climate -
The Myth And Reality Of ‘Physics-Based’ Models In Geosciences
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https://geoaiunpacked.substack.com/p/the-myth-and-reality-of-physics-based <-- shared technical article
--
“Across hydrology, fire, weather, and climate science, models are often described as physics-based—a phrase that evokes rigor, transparency, and trust. Yet, beneath the surface, much of what drives these models are empirical relationships and parameterizations rather than direct solutions of physical laws. These assumptions are necessary to make the equations computable, but they also introduce biases, tuning artifacts, and uncertainties that can propagate through every layer of simulation.
This doesn’t mean physics-based models are flawed or obsolete; rather, it highlights the complexity of modeling natural systems…”
#GeoAI #datadriven #physicsbased #model #modeling #usecase #appliedscience #accuracy #appropriateness #simulation #naturalsystems #hybrid #physicalrealism #hydrology #fire #weather #climate -
The Myth And Reality Of ‘Physics-Based’ Models In Geosciences
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https://geoaiunpacked.substack.com/p/the-myth-and-reality-of-physics-based <-- shared technical article
--
“Across hydrology, fire, weather, and climate science, models are often described as physics-based—a phrase that evokes rigor, transparency, and trust. Yet, beneath the surface, much of what drives these models are empirical relationships and parameterizations rather than direct solutions of physical laws. These assumptions are necessary to make the equations computable, but they also introduce biases, tuning artifacts, and uncertainties that can propagate through every layer of simulation.
This doesn’t mean physics-based models are flawed or obsolete; rather, it highlights the complexity of modeling natural systems…”
#GeoAI #datadriven #physicsbased #model #modeling #usecase #appliedscience #accuracy #appropriateness #simulation #naturalsystems #hybrid #physicalrealism #hydrology #fire #weather #climate -
The Myth And Reality Of ‘Physics-Based’ Models In Geosciences
--
https://geoaiunpacked.substack.com/p/the-myth-and-reality-of-physics-based <-- shared technical article
--
“Across hydrology, fire, weather, and climate science, models are often described as physics-based—a phrase that evokes rigor, transparency, and trust. Yet, beneath the surface, much of what drives these models are empirical relationships and parameterizations rather than direct solutions of physical laws. These assumptions are necessary to make the equations computable, but they also introduce biases, tuning artifacts, and uncertainties that can propagate through every layer of simulation.
This doesn’t mean physics-based models are flawed or obsolete; rather, it highlights the complexity of modeling natural systems…”
#GeoAI #datadriven #physicsbased #model #modeling #usecase #appliedscience #accuracy #appropriateness #simulation #naturalsystems #hybrid #physicalrealism #hydrology #fire #weather #climate -
The Myth And Reality Of ‘Physics-Based’ Models In Geosciences
--
https://geoaiunpacked.substack.com/p/the-myth-and-reality-of-physics-based <-- shared technical article
--
“Across hydrology, fire, weather, and climate science, models are often described as physics-based—a phrase that evokes rigor, transparency, and trust. Yet, beneath the surface, much of what drives these models are empirical relationships and parameterizations rather than direct solutions of physical laws. These assumptions are necessary to make the equations computable, but they also introduce biases, tuning artifacts, and uncertainties that can propagate through every layer of simulation.
This doesn’t mean physics-based models are flawed or obsolete; rather, it highlights the complexity of modeling natural systems…”
#GeoAI #datadriven #physicsbased #model #modeling #usecase #appliedscience #accuracy #appropriateness #simulation #naturalsystems #hybrid #physicalrealism #hydrology #fire #weather #climate -
EU drives global efforts for sustainable and inclusive innovation at G20 STI meeting https://www.byteseu.com/1438030/ #AppliedScience #DigitalTechnology #Europe #EuropeanCommission #EuropeanUnion #Innovation
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Increasing the clock speed of a thermodynamic computer by adding noise
We consider a thermodynamic computer composed of N units with real-valued scalar amplitudes Si. Amplitudes coul…
#NewsBeep #News #Computing #AppliedScience #ComputerHardware #computerscience #MathematicalModelsofCognitiveProcessesandNeuralNetworks #multidisciplinary #QuantumComputing #Statisticalphysics #Technology #TheoryofComputation #thermodynamicsandnonlineardynamics #UK #UnitedKingdom
https://www.newsbeep.com/uk/172404/ -
https://www.europesays.com/uk/465312/ Increasing the clock speed of a thermodynamic computer by adding noise #AppliedScience #ComputerHardware #ComputerScience #Computing #MathematicalModelsOfCognitiveProcessesAndNeuralNetworks #multidisciplinary #QuantumComputing #StatisticalPhysics #Technology #TheoryOfComputation #ThermodynamicsAndNonlinearDynamics #UK #UnitedKingdom
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Now I get it. Couldn’t figure out why the current White House occupant and company are so desperate to kneecap scientific research. Good explanation. #repression #science #autocracy #basicscience #appliedscience #research https://www.nytimes.com/2025/08/31/science/trump-science-autocrats.html?unlocked_article_code=1.iU8.FVsN.4GHPs6N0Wtq2&smid=nytcore-ios-share&referringSource=articleShare
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Now I get it. Couldn’t figure out why the current White House occupant and company are so desperate to kneecap scientific research. Good explanation. #repression #science #autocracy #basicscience #appliedscience #research https://www.nytimes.com/2025/08/31/science/trump-science-autocrats.html?unlocked_article_code=1.iU8.FVsN.4GHPs6N0Wtq2&smid=nytcore-ios-share&referringSource=articleShare
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Now I get it. Couldn’t figure out why the current White House occupant and company are so desperate to kneecap scientific research. Good explanation. #repression #science #autocracy #basicscience #appliedscience #research https://www.nytimes.com/2025/08/31/science/trump-science-autocrats.html?unlocked_article_code=1.iU8.FVsN.4GHPs6N0Wtq2&smid=nytcore-ios-share&referringSource=articleShare
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Now I get it. Couldn’t figure out why the current White House occupant and company are so desperate to kneecap scientific research. Good explanation. #repression #science #autocracy #basicscience #appliedscience #research https://www.nytimes.com/2025/08/31/science/trump-science-autocrats.html?unlocked_article_code=1.iU8.FVsN.4GHPs6N0Wtq2&smid=nytcore-ios-share&referringSource=articleShare
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Now I get it. Couldn’t figure out why the current White House occupant and company are so desperate to kneecap scientific research. Good explanation. #repression #science #autocracy #basicscience #appliedscience #research https://www.nytimes.com/2025/08/31/science/trump-science-autocrats.html?unlocked_article_code=1.iU8.FVsN.4GHPs6N0Wtq2&smid=nytcore-ios-share&referringSource=articleShare
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Integrated algorithm and hardware design for hybrid neuromorphic systems
Experimental setup For all experiments, hybrid SNN-ANN models are deployed on two hardware configurations: (1) Jetson-Loihi, where the…
#NewsBeep #News #Computing #AppliedScience #AU #Australia #ComputerHardware #computerscience #Electricalandelectronicengineering #MathematicalModelsofCognitiveProcessesandNeuralNetworks #multidisciplinary #quantumcomputing #Technology #TheoryofComputation
https://www.newsbeep.com/au/62238/ -
https://www.europesays.com/uk/337997/ Integrated algorithm and hardware design for hybrid neuromorphic systems #AppliedScience #ComputerHardware #ComputerScience #Computing #ElectricalAndElectronicEngineering #MathematicalModelsOfCognitiveProcessesAndNeuralNetworks #multidisciplinary #QuantumComputing #Technology #TheoryOfComputation #UK #UnitedKingdom
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https://www.europesays.com/uk/316560/ Two-dimensional material-based devices for in-sensor computing #AppliedScience #ComputerHardware #Computing #ElectricalAndElectronicEngineering #ElectronicDevices #engineering #graphene #MaterialsForDevices #MaterialsScience #MathematicalModelsOfCognitiveProcessesAndNeuralNetworks #multidisciplinary #NanoscaleMaterials #NanoscienceAndTechnology #QuantumComputing #SensorsAndBiosensors #Technology #TheoryOfComputation #TwoDimensionalMaterials #UK #UnitedKingdom
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Increasing the hardness of posiform planting using random QUBOs for programmable quantum annealer benchmarking
Kadowaki, T. & Nishimori, H. Quantum annealing in the transverse ising model.…
#NewsBeep #News #Computing #AppliedScience #AU #Australia #Computationalscience #ComputerHardware #MathematicalModelsofCognitiveProcessesandNeuralNetworks #Mathematicsandcomputing #multidisciplinary #Physics #quantumcomputing #QuantumPhysics #Technology #TheoryofComputation
https://www.newsbeep.com/au/16127/
