#mechanistic — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #mechanistic, aggregated by home.social.
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RE: https://biologists.social/@Rxiv_mechanobio/117069212690349050
"The arrival of #machineLearning approaches that predict cellular behavior at scale and integrate a wide array of #biologicalData types makes the analytical demand on #mechanisticModels even more pressing. Prediction is increasingly available without #mechanistic #understanding. The central challenge is no longer building models that reproduce #biological behavior, but building #models from which causal structure can be inferred."
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RE: https://biologists.social/@Rxiv_mechanobio/117069212690349050
"The arrival of #machineLearning approaches that predict cellular behavior at scale and integrate a wide array of #biologicalData types makes the analytical demand on #mechanisticModels even more pressing. Prediction is increasingly available without #mechanistic #understanding. The central challenge is no longer building models that reproduce #biological behavior, but building #models from which causal structure can be inferred."
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RE: https://biologists.social/@Rxiv_mechanobio/117069212690349050
"The arrival of #machineLearning approaches that predict cellular behavior at scale and integrate a wide array of #biologicalData types makes the analytical demand on #mechanisticModels even more pressing. Prediction is increasingly available without #mechanistic #understanding. The central challenge is no longer building models that reproduce #biological behavior, but building #models from which causal structure can be inferred."
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RE: https://biologists.social/@Rxiv_mechanobio/117069212690349050
"The arrival of #machineLearning approaches that predict cellular behavior at scale and integrate a wide array of #biologicalData types makes the analytical demand on #mechanisticModels even more pressing. Prediction is increasingly available without #mechanistic #understanding. The central challenge is no longer building models that reproduce #biological behavior, but building #models from which causal structure can be inferred."
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RE: https://biologists.social/@Rxiv_mechanobio/117069212690349050
"The arrival of #machineLearning approaches that predict cellular behavior at scale and integrate a wide array of #biologicalData types makes the analytical demand on #mechanisticModels even more pressing. Prediction is increasingly available without #mechanistic #understanding. The central challenge is no longer building models that reproduce #biological behavior, but building #models from which causal structure can be inferred."
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#GianluigiGugliermetto reflects on mentors #JohnBCobbJr (r.i.p.) & #MatthewFox: Both rejected a #mechanistic model of reality & chose #panentheism as the best way to talk about the divine in the world: that everything is in relation to everything else, including the divine. https://tinyurl.com/9mytr7ww
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#GianluigiGugliermetto reflects on mentors #JohnBCobbJr (r.i.p.) & #MatthewFox: Both rejected a #mechanistic model of reality & chose #panentheism as the best way to talk about the divine in the world: that everything is in relation to everything else, including the divine. https://tinyurl.com/9mytr7ww
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#GianluigiGugliermetto reflects on mentors #JohnBCobbJr (r.i.p.) & #MatthewFox: Both rejected a #mechanistic model of reality & chose #panentheism as the best way to talk about the divine in the world: that everything is in relation to everything else, including the divine. https://tinyurl.com/9mytr7ww
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over the last few weeks ive been having a conversation with "Joshua" and a few others on causality, mechanistic modeling, Bayesian inference, and observational/pseudo experimental data on Gelmans blog. Because of the limitations of nesting on WordPress it goes for a while and restarts on different threads etc. easiest way is to start at this link then find my name on the page after reading this thread and read other threads #Bayesian #statistics #mechanistic
https://statmodeling.stat.columbia.edu/2026/06/26/dont-alphabetize/#comment-2415960
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over the last few weeks ive been having a conversation with "Joshua" and a few others on causality, mechanistic modeling, Bayesian inference, and observational/pseudo experimental data on Gelmans blog. Because of the limitations of nesting on WordPress it goes for a while and restarts on different threads etc. easiest way is to start at this link then find my name on the page after reading this thread and read other threads #Bayesian #statistics #mechanistic
https://statmodeling.stat.columbia.edu/2026/06/26/dont-alphabetize/#comment-2415960
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over the last few weeks ive been having a conversation with "Joshua" and a few others on causality, mechanistic modeling, Bayesian inference, and observational/pseudo experimental data on Gelmans blog. Because of the limitations of nesting on WordPress it goes for a while and restarts on different threads etc. easiest way is to start at this link then find my name on the page after reading this thread and read other threads #Bayesian #statistics #mechanistic
https://statmodeling.stat.columbia.edu/2026/06/26/dont-alphabetize/#comment-2415960
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over the last few weeks ive been having a conversation with "Joshua" and a few others on causality, mechanistic modeling, Bayesian inference, and observational/pseudo experimental data on Gelmans blog. Because of the limitations of nesting on WordPress it goes for a while and restarts on different threads etc. easiest way is to start at this link then find my name on the page after reading this thread and read other threads #Bayesian #statistics #mechanistic
https://statmodeling.stat.columbia.edu/2026/06/26/dont-alphabetize/#comment-2415960
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over the last few weeks ive been having a conversation with "Joshua" and a few others on causality, mechanistic modeling, Bayesian inference, and observational/pseudo experimental data on Gelmans blog. Because of the limitations of nesting on WordPress it goes for a while and restarts on different threads etc. easiest way is to start at this link then find my name on the page after reading this thread and read other threads #Bayesian #statistics #mechanistic
https://statmodeling.stat.columbia.edu/2026/06/26/dont-alphabetize/#comment-2415960
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Я измерил «личность» 6 open-source LLM (7B-9B), заглянув в их hidden states. Вот что получилось У LLM есть устойчивый стиль отве...
#LLM #alignment #hidden #states #personality #temperament #RLHF #open-source #mechanistic #interpretability
Origin | Interest | Match -
“OpenAI’s work is part of a hot new field of research known as #mechanistic #interpretability, which is trying to map the internal mechanisms that #models use when they carry out different tasks.” www.technologyreview.com/2025/11/13/1... #OpenAI #LLMs
OpenAI’s new LLM exposes the s... -
“OpenAI’s work is part of a hot new field of research known as #mechanistic #interpretability, which is trying to map the internal mechanisms that #models use when they carry out different tasks.” www.technologyreview.com/2025/11/13/1... #OpenAI #LLMs
OpenAI’s new LLM exposes the s... -
“OpenAI’s work is part of a hot new field of research known as #mechanistic #interpretability, which is trying to map the internal mechanisms that #models use when they carry out different tasks.” www.technologyreview.com/2025/11/13/1... #OpenAI #LLMs
OpenAI’s new LLM exposes the s... -
“OpenAI’s work is part of a hot new field of research known as #mechanistic #interpretability, which is trying to map the internal mechanisms that #models use when they carry out different tasks.” www.technologyreview.com/2025/11/13/1... #OpenAI #LLMs
OpenAI’s new LLM exposes the s... -
“OpenAI’s work is part of a hot new field of research known as #mechanistic #interpretability, which is trying to map the internal mechanisms that #models use when they carry out different tasks.” www.technologyreview.com/2025/11/13/1... #OpenAI #LLMs
OpenAI’s new LLM exposes the s... -
"the #scientific method can be enriched by using large #databases but not replaced by it. If #ecology aims to be a predictive science, we should focus more on a #mechanistic understanding than on describing correlations with vast amounts of #data"
The need for mechanistic explanations ...
https://nph.onlinelibrary.wiley.com/doi/10.1111/nph.19751 @newphyt#Science #ScienceMastodon @ecology @plants @botany @wildfirescience @plantscience @nature @biodiversity @conservation @climate @evolution @complexsystems @ecologies
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"the #scientific method can be enriched by using large #databases but not replaced by it. If #ecology aims to be a predictive science, we should focus more on a #mechanistic understanding than on describing correlations with vast amounts of #data"
The need for mechanistic explanations ...
https://nph.onlinelibrary.wiley.com/doi/10.1111/nph.19751 @newphyt#Science #ScienceMastodon @ecology @plants @botany @wildfirescience @plantscience @nature @biodiversity @conservation @climate @evolution @complexsystems @ecologies
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"the #scientific method can be enriched by using large #databases but not replaced by it. If #ecology aims to be a predictive science, we should focus more on a #mechanistic understanding than on describing correlations with vast amounts of #data"
The need for mechanistic explanations ...
https://nph.onlinelibrary.wiley.com/doi/10.1111/nph.19751 @newphyt#Science #ScienceMastodon @ecology @plants @botany @wildfirescience @plantscience @nature @biodiversity @conservation @climate @evolution @complexsystems @ecologies
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"the #scientific method can be enriched by using large #databases but not replaced by it. If #ecology aims to be a predictive science, we should focus more on a #mechanistic understanding than on describing correlations with vast amounts of #data"
The need for mechanistic explanations ...
https://nph.onlinelibrary.wiley.com/doi/10.1111/nph.19751 @newphyt#Science #ScienceMastodon @ecology @plants @botany @wildfirescience @plantscience @nature @biodiversity @conservation @climate @evolution @complexsystems @ecologies
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"the #scientific method can be enriched by using large #databases but not replaced by it. If #ecology aims to be a predictive science, we should focus more on a #mechanistic understanding than on describing correlations with vast amounts of #data"
The need for mechanistic explanations ...
https://nph.onlinelibrary.wiley.com/doi/10.1111/nph.19751 @newphyt#Science #ScienceMastodon @ecology @plants @botany @wildfirescience @plantscience @nature @biodiversity @conservation @climate @evolution @complexsystems @ecologies
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The old and the new mechanism - explanatory attempts to understand #Descartes' #mechanistic #worldview
- Part 1The article published on my site was kindly provided by Dr. Gregorio Demarchi from the Institute of Philosophy of the Friedrich Schiller University of Jena for publication on my site.
More on: https://philosophies.de/index.php/2021/12/13/der-alte-und-der-neue-mechanismus-1/
There is an orange translation button "Translate>>" at the bottom left.
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Theoretical models that can predict empirical data! #RadicalCommunityEcology
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RT @Eco_Godoy
Because asymmetry in species interaction is the rule! it is possible to obtain a #mechanistic understanding and #predictive ability of species #persistence. Amazing work led by Alfonso Allen-Perkins https://www.biorxiv.org/content/10.1101/2023.01.25.525558v1
https://twitter.com/Eco_Godoy/status/1619765658669187072 -
Theoretical models that can predict empirical data! #RadicalCommunityEcology
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RT @Eco_Godoy
Because asymmetry in species interaction is the rule! it is possible to obtain a #mechanistic understanding and #predictive ability of species #persistence. Amazing work led by Alfonso Allen-Perkins https://www.biorxiv.org/content/10.1101/2023.01.25.525558v1
https://twitter.com/Eco_Godoy/status/1619765658669187072 -
Theoretical models that can predict empirical data! #RadicalCommunityEcology
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RT @Eco_Godoy
Because asymmetry in species interaction is the rule! it is possible to obtain a #mechanistic understanding and #predictive ability of species #persistence. Amazing work led by Alfonso Allen-Perkins https://www.biorxiv.org/content/10.1101/2023.01.25.525558v1
https://twitter.com/Eco_Godoy/status/1619765658669187072 -
Theoretical models that can predict empirical data! #RadicalCommunityEcology
---
RT @Eco_Godoy
Because asymmetry in species interaction is the rule! it is possible to obtain a #mechanistic understanding and #predictive ability of species #persistence. Amazing work led by Alfonso Allen-Perkins https://www.biorxiv.org/content/10.1101/2023.01.25.525558v1
https://twitter.com/Eco_Godoy/status/1619765658669187072 -
Theoretical models that can predict empirical data! #RadicalCommunityEcology
---
RT @Eco_Godoy
Because asymmetry in species interaction is the rule! it is possible to obtain a #mechanistic understanding and #predictive ability of species #persistence. Amazing work led by Alfonso Allen-Perkins https://www.biorxiv.org/content/10.1101/2023.01.25.525558v1
https://twitter.com/Eco_Godoy/status/1619765658669187072 -
@tferebee
I'm especially interested in your explorations of #representation and #mechanistic modeling.Cornell is a terrific place to learn. I found it very hard to leave...
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@tferebee
I'm especially interested in your explorations of #representation and #mechanistic modeling.Cornell is a terrific place to learn. I found it very hard to leave...
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@tferebee
I'm especially interested in your explorations of #representation and #mechanistic modeling.Cornell is a terrific place to learn. I found it very hard to leave...
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@tferebee
I'm especially interested in your explorations of #representation and #mechanistic modeling.Cornell is a terrific place to learn. I found it very hard to leave...
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@tferebee
I'm especially interested in your explorations of #representation and #mechanistic modeling.Cornell is a terrific place to learn. I found it very hard to leave...
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Since it’s the new year, I figure an #introduction is in order. My name is Taylor, and I’m entering my final year as a #CompBio PhD candidate at Cornell.
My research is primarily focused on using #ML to understand #regulation of gene expression in grasses. I am particularly interested in #representation and #mechanistic modeling.
My other interests include science in the media, supporting Black scientists, and trivia podcasts.
I hope to have some great discussions on here! :dna: :rna: -
Since it’s the new year, I figure an #introduction is in order. My name is Taylor, and I’m entering my final year as a #CompBio PhD candidate at Cornell.
My research is primarily focused on using #ML to understand #regulation of gene expression in grasses. I am particularly interested in #representation and #mechanistic modeling.
My other interests include science in the media, supporting Black scientists, and trivia podcasts.
I hope to have some great discussions on here! :dna: :rna: -
Since it’s the new year, I figure an #introduction is in order. My name is Taylor, and I’m entering my final year as a #CompBio PhD candidate at Cornell.
My research is primarily focused on using #ML to understand #regulation of gene expression in grasses. I am particularly interested in #representation and #mechanistic modeling.
My other interests include science in the media, supporting Black scientists, and trivia podcasts.
I hope to have some great discussions on here! :dna: :rna: -
Since it’s the new year, I figure an #introduction is in order. My name is Taylor, and I’m entering my final year as a #CompBio PhD candidate at Cornell.
My research is primarily focused on using #ML to understand #regulation of gene expression in grasses. I am particularly interested in #representation and #mechanistic modeling.
My other interests include science in the media, supporting Black scientists, and trivia podcasts.
I hope to have some great discussions on here! :dna: :rna: -
Since it’s the new year, I figure an #introduction is in order. My name is Taylor, and I’m entering my final year as a #CompBio PhD candidate at Cornell.
My research is primarily focused on using #ML to understand #regulation of gene expression in grasses. I am particularly interested in #representation and #mechanistic modeling.
My other interests include science in the media, supporting Black scientists, and trivia podcasts.
I hope to have some great discussions on here! :dna: :rna: -
Meet Dr Emily Warren, 1st author of new #OpenAccess paper from Dr Eric Morrow's lab at #BrownUniversity
They developed the 1st lab model of 17q12 deletion syndrome, a copy number variant disorder associated with #neurodevelopmental disorders and #RenalCysts and #diabetes syndrome. The #MouseModel recapitulated many features of the human disorder & will be used to guide #clinical & #mechanistic studies
Interview & research article:
👩🏻🔬https://journals.biologists.com/dmm/article/15/12/dmm050017/285934/
📰https://journals.biologists.com/dmm/article/15/12/dmm049752/285935/ -
Meet Dr Emily Warren, 1st author of new #OpenAccess paper from Dr Eric Morrow's lab at #BrownUniversity
They developed the 1st lab model of 17q12 deletion syndrome, a copy number variant disorder associated with #neurodevelopmental disorders and #RenalCysts and #diabetes syndrome. The #MouseModel recapitulated many features of the human disorder & will be used to guide #clinical & #mechanistic studies
Interview & research article:
👩🏻🔬https://journals.biologists.com/dmm/article/15/12/dmm050017/285934/
📰https://journals.biologists.com/dmm/article/15/12/dmm049752/285935/ -
Meet Dr Emily Warren, 1st author of new #OpenAccess paper from Dr Eric Morrow's lab at #BrownUniversity
They developed the 1st lab model of 17q12 deletion syndrome, a copy number variant disorder associated with #neurodevelopmental disorders and #RenalCysts and #diabetes syndrome. The #MouseModel recapitulated many features of the human disorder & will be used to guide #clinical & #mechanistic studies
Interview & research article:
👩🏻🔬https://journals.biologists.com/dmm/article/15/12/dmm050017/285934/
📰https://journals.biologists.com/dmm/article/15/12/dmm049752/285935/ -
Post-Doc Position: Mechanistic Modelling for Personalised Medicine @DagmarIber
Come join us in Basel, CH to establish #mechanistic #modeling in #personalized #medicine. Access to clinical & animal data. #IVF # hormones #images
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Post-Doc Position: Mechanistic Modelling for Personalised Medicine @DagmarIber
Come join us in Basel, CH to establish #mechanistic #modeling in #personalized #medicine. Access to clinical & animal data. #IVF # hormones #images
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Post-Doc Position: Mechanistic Modelling for Personalised Medicine @DagmarIber
Come join us in Basel, CH to establish #mechanistic #modeling in #personalized #medicine. Access to clinical & animal data. #IVF # hormones #images
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Post-Doc Position: Mechanistic Modelling for Personalised Medicine @DagmarIber
Come join us in Basel, CH to establish #mechanistic #modeling in #personalized #medicine. Access to clinical & animal data. #IVF # hormones #images
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Post-Doc Position: Mechanistic Modelling for Personalised Medicine @DagmarIber
Come join us in Basel, CH to establish #mechanistic #modeling in #personalized #medicine. Access to clinical & animal data. #IVF # hormones #images
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#introduction (I love the idea!)
I am an associate professor at the #LBBE in Lyon
This means I teach for a significant part of my time (maths, genetics) at the #IUTLyon1
In my research I study #evolution with models (#popgen, #adaptivedynamics) more #mechanistic than usual – often this leads me to study #evolution in/of biological #networks
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#introduction (I love the idea!)
I am an associate professor at the #LBBE in Lyon
This means I teach for a significant part of my time (maths, genetics) at the #IUTLyon1
In my research I study #evolution with models (#popgen, #adaptivedynamics) more #mechanistic than usual – often this leads me to study #evolution in/of biological #networks
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#introduction (I love the idea!)
I am an associate professor at the #LBBE in Lyon
This means I teach for a significant part of my time (maths, genetics) at the #IUTLyon1
In my research I study #evolution with models (#popgen, #adaptivedynamics) more #mechanistic than usual – often this leads me to study #evolution in/of biological #networks
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#introduction (I love the idea!)
I am an associate professor at the #LBBE in Lyon
This means I teach for a significant part of my time (maths, genetics) at the #IUTLyon1
In my research I study #evolution with models (#popgen, #adaptivedynamics) more #mechanistic than usual – often this leads me to study #evolution in/of biological #networks
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#introduction (I love the idea!)
I am an associate professor at the #LBBE in Lyon
This means I teach for a significant part of my time (maths, genetics) at the #IUTLyon1
In my research I study #evolution with models (#popgen, #adaptivedynamics) more #mechanistic than usual – often this leads me to study #evolution in/of biological #networks
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#ERCStartingGrant for @[email protected] – read the full story about Philipp's work on #mechanistic models of the #retina using #machinelearning here.
@[email protected] @[email protected] @[email protected] @[email protected] @[email protected]
https://cyber-valley.de/en/news/erc-starting-grant-fur-philipp-berens
🐦🔗: https://twitter.com/Cyber_Valley/status/1547221489132474371
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#ERCStartingGrant for @[email protected] – read the full story about Philipp's work on #mechanistic models of the #retina using #machinelearning here.
@[email protected] @[email protected] @[email protected] @[email protected] @[email protected]
https://cyber-valley.de/en/news/erc-starting-grant-fur-philipp-berens
🐦🔗: https://twitter.com/Cyber_Valley/status/1547221489132474371
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I just found out 30 min ago that I will benefit from this british stupidity and will be awarded my @[email protected] #ERCStartingGrant to work on #mechanistic models of the #retina using #machinelearning @[email protected] @[email protected] @[email protected] @[email protected] - still somewhat stunned! https://twitter.com/ProfClark/status/1544568258979840000
🐦🔗: https://twitter.com/CellTypist/status/1545017505453850625
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I just found out 30 min ago that I will benefit from this british stupidity and will be awarded my @[email protected] #ERCStartingGrant to work on #mechanistic models of the #retina using #machinelearning @[email protected] @[email protected] @[email protected] @[email protected] - still somewhat stunned! https://twitter.com/ProfClark/status/1544568258979840000
🐦🔗: https://twitter.com/CellTypist/status/1545017505453850625