#optimalcontrol — Public Fediverse posts

This ensures that optimality principles are not merely theoretical constructs but are firmly rooted in experimental observations. #DataDriven
#OptimalControl #ScientificDiscovery

This ensures that optimality principles are not merely theoretical constructs but are firmly rooted in experimental observations. #DataDriven
#OptimalControl #ScientificDiscovery

This ensures that optimality principles are not merely theoretical constructs but are firmly rooted in experimental observations. #DataDriven
#OptimalControl #ScientificDiscovery

This ensures that optimality principles are not merely theoretical constructs but are firmly rooted in experimental observations. #DataDriven
#OptimalControl #ScientificDiscovery

This ensures that optimality principles are not merely theoretical constructs but are firmly rooted in experimental observations. #DataDriven
#OptimalControl #ScientificDiscovery

re-#introduction after moving instances

Hello mathstodon! 👋
We are a computational #quantum #physics group at the Freie Universität Berlin and the Dahlem Center for Complex Quantum Systems.
Our research interests are in the #QuantumControl of atoms, molecules and condensed matter systems with an #AMO like structure as well as #QuantumInformation processing.
We are using both #CoherentControl concepts and #OptimalControl theory, applying them to isolated as well as open quantum systems.
The development of optimal control methods is a major part of our work. A current emphasis is on control methods for open quantum systems.

We collaborate with research groups all over Europe (France, Spain, Switzerland), Israel and the US.

Thanks for having us, we are looking forward to sharing and discussing research updates!

re-#introduction after moving instances

Hello mathstodon! 👋
We are a computational #quantum #physics group at the Freie Universität Berlin and the Dahlem Center for Complex Quantum Systems.
Our research interests are in the #QuantumControl of atoms, molecules and condensed matter systems with an #AMO like structure as well as #QuantumInformation processing.
We are using both #CoherentControl concepts and #OptimalControl theory, applying them to isolated as well as open quantum systems.
The development of optimal control methods is a major part of our work. A current emphasis is on control methods for open quantum systems.

We collaborate with research groups all over Europe (France, Spain, Switzerland), Israel and the US.

Thanks for having us, we are looking forward to sharing and discussing research updates!

re-#introduction after moving instances

Hello mathstodon! 👋
We are a computational #quantum #physics group at the Freie Universität Berlin and the Dahlem Center for Complex Quantum Systems.
Our research interests are in the #QuantumControl of atoms, molecules and condensed matter systems with an #AMO like structure as well as #QuantumInformation processing.
We are using both #CoherentControl concepts and #OptimalControl theory, applying them to isolated as well as open quantum systems.
The development of optimal control methods is a major part of our work. A current emphasis is on control methods for open quantum systems.

We collaborate with research groups all over Europe (France, Spain, Switzerland), Israel and the US.

Thanks for having us, we are looking forward to sharing and discussing research updates!

re-#introduction after moving instances

Hello mathstodon! 👋
We are a computational #quantum #physics group at the Freie Universität Berlin and the Dahlem Center for Complex Quantum Systems.
Our research interests are in the #QuantumControl of atoms, molecules and condensed matter systems with an #AMO like structure as well as #QuantumInformation processing.
We are using both #CoherentControl concepts and #OptimalControl theory, applying them to isolated as well as open quantum systems.
The development of optimal control methods is a major part of our work. A current emphasis is on control methods for open quantum systems.

We collaborate with research groups all over Europe (France, Spain, Switzerland), Israel and the US.

Thanks for having us, we are looking forward to sharing and discussing research updates!

re-#introduction after moving instances

Hello mathstodon! 👋
We are a computational #quantum #physics group at the Freie Universität Berlin and the Dahlem Center for Complex Quantum Systems.
Our research interests are in the #QuantumControl of atoms, molecules and condensed matter systems with an #AMO like structure as well as #QuantumInformation processing.
We are using both #CoherentControl concepts and #OptimalControl theory, applying them to isolated as well as open quantum systems.
The development of optimal control methods is a major part of our work. A current emphasis is on control methods for open quantum systems.

We collaborate with research groups all over Europe (France, Spain, Switzerland), Israel and the US.

Thanks for having us, we are looking forward to sharing and discussing research updates!

“(...) I switched to studying #mathematics at the university and went my way to diploma, #PhD, being a mother, a teacher, a developer of final exams in math, to leadership in the climate and sustainability working group.” - Ricki Rosendahl

➡️ https://hermathsstory.eu/ricki-rosendahl/

#Industry #ActuarialConsultant #OptimalControl #NonTraditionalPathways #WomenInMaths #WomenInSTEM #HerMathsStory

“(...) I switched to studying #mathematics at the university and went my way to diploma, #PhD, being a mother, a teacher, a developer of final exams in math, to leadership in the climate and sustainability working group.” - Ricki Rosendahl

➡️ https://hermathsstory.eu/ricki-rosendahl/

#Industry #ActuarialConsultant #OptimalControl #NonTraditionalPathways #WomenInMaths #WomenInSTEM #HerMathsStory

“(...) I switched to studying #mathematics at the university and went my way to diploma, #PhD, being a mother, a teacher, a developer of final exams in math, to leadership in the climate and sustainability working group.” - Ricki Rosendahl

➡️ https://hermathsstory.eu/ricki-rosendahl/

#Industry #ActuarialConsultant #OptimalControl #NonTraditionalPathways #WomenInMaths #WomenInSTEM #HerMathsStory

“(...) I switched to studying #mathematics at the university and went my way to diploma, #PhD, being a mother, a teacher, a developer of final exams in math, to leadership in the climate and sustainability working group.” - Ricki Rosendahl

➡️ https://hermathsstory.eu/ricki-rosendahl/

#Industry #ActuarialConsultant #OptimalControl #NonTraditionalPathways #WomenInMaths #WomenInSTEM #HerMathsStory

“(...) I switched to studying #mathematics at the university and went my way to diploma, #PhD, being a mother, a teacher, a developer of final exams in math, to leadership in the climate and sustainability working group.” - Ricki Rosendahl

➡️ https://hermathsstory.eu/ricki-rosendahl/

#Industry #ActuarialConsultant #OptimalControl #NonTraditionalPathways #WomenInMaths #WomenInSTEM #HerMathsStory

#introduction Hello Mastodon! We are a computational #quantum #physics group at the FU Berlin. Our main areas for applying #QuantumControl strategies are dynamics in #AMO systems and #QuantumInformation processing.
We are using #CoherentControl as well as #OptimalControl on both isolated and open quantum systems.
A major part of our work is also the development of optimal control methods.

We collaborate with research groups all over Europe, Israel and the US.

#introduction Hello Mastodon! We are a computational #quantum #physics group at the FU Berlin. Our main areas for applying #QuantumControl strategies are dynamics in #AMO systems and #QuantumInformation processing.
We are using #CoherentControl as well as #OptimalControl on both isolated and open quantum systems.
A major part of our work is also the development of optimal control methods.

We collaborate with research groups all over Europe, Israel and the US.

#introduction Hello Mastodon! We are a computational #quantum #physics group at the FU Berlin. Our main areas for applying #QuantumControl strategies are dynamics in #AMO systems and #QuantumInformation processing.
We are using #CoherentControl as well as #OptimalControl on both isolated and open quantum systems.
A major part of our work is also the development of optimal control methods.

We collaborate with research groups all over Europe, Israel and the US.

#introduction Hello Mastodon! We are a computational #quantum #physics group at the FU Berlin. Our main areas for applying #QuantumControl strategies are dynamics in #AMO systems and #QuantumInformation processing.
We are using #CoherentControl as well as #OptimalControl on both isolated and open quantum systems.
A major part of our work is also the development of optimal control methods.

We collaborate with research groups all over Europe, Israel and the US.

#introduction Hello Mastodon! We are a computational #quantum #physics group at the FU Berlin. Our main areas for applying #QuantumControl strategies are dynamics in #AMO systems and #QuantumInformation processing.
We are using #CoherentControl as well as #OptimalControl on both isolated and open quantum systems.
A major part of our work is also the development of optimal control methods.

We collaborate with research groups all over Europe, Israel and the US.

Just implemented something crazy, No clue how to make it converge or whether it's even feasible 😅

Env: Cartpole + continuous action space + image observation + Frame stacking

Policy: Use CNN encoded features and predicts the state, and weights of a LQR system (A, B, Q, R) with MLP -> solves the LQR over a horizon using differentiable convex optimization with constraint on actions, output is the first optimal action.

Loss: Policy gradient on rewards

#ReinforcementLearning #OptimalControl

Just implemented something crazy, No clue how to make it converge or whether it's even feasible 😅

Env: Cartpole + continuous action space + image observation + Frame stacking

Policy: Use CNN encoded features and predicts the state, and weights of a LQR system (A, B, Q, R) with MLP -> solves the LQR over a horizon using differentiable convex optimization with constraint on actions, output is the first optimal action.

Loss: Policy gradient on rewards

#ReinforcementLearning #OptimalControl

Just implemented something crazy, No clue how to make it converge or whether it's even feasible 😅

Env: Cartpole + continuous action space + image observation + Frame stacking

Policy: Use CNN encoded features and predicts the state, and weights of a LQR system (A, B, Q, R) with MLP -> solves the LQR over a horizon using differentiable convex optimization with constraint on actions, output is the first optimal action.

Loss: Policy gradient on rewards

#ReinforcementLearning #OptimalControl

Just implemented something crazy, No clue how to make it converge or whether it's even feasible 😅

Env: Cartpole + continuous action space + image observation + Frame stacking

Policy: Use CNN encoded features and predicts the state, and weights of a LQR system (A, B, Q, R) with MLP -> solves the LQR over a horizon using differentiable convex optimization with constraint on actions, output is the first optimal action.

Loss: Policy gradient on rewards

#ReinforcementLearning #OptimalControl

2. Postdoc in data-driven engineering biology. Are you a recent graduate in #AI/#ML and/or #controlengineering? Join us to develop a new generation of #digitaltwins for biomanufacturing combining #SciML and #OptimalControl in #JuliaLang. Apply here: https://bit.ly/3V7karj

#introduction I'm Michael Goerz, a computational physicist working on #quantum #optimalcontrol. Initially, in the context of #quantumcomputing in open quantum systems (Rydberg atoms, ions, superconducting qubits), current applications tend towards robust #quantumsensing. Most of my time is spent developing methods and software. I have a long background in #Fortran and #Python. My primary language today is #julialang, working on the QuantumControl.jl package.

#introduction I'm Michael Goerz, a computational physicist working on #quantum #optimalcontrol. Initially, in the context of #quantumcomputing in open quantum systems (Rydberg atoms, ions, superconducting qubits), current applications tend towards robust #quantumsensing. Most of my time is spent developing methods and software. I have a long background in #Fortran and #Python. My primary language today is #julialang, working on the QuantumControl.jl package.

#introduction I'm Michael Goerz, a computational physicist working on #quantum #optimalcontrol. Initially, in the context of #quantumcomputing in open quantum systems (Rydberg atoms, ions, superconducting qubits), current applications tend towards robust #quantumsensing. Most of my time is spent developing methods and software. I have a long background in #Fortran and #Python. My primary language today is #julialang, working on the QuantumControl.jl package.

#introduction I'm Michael Goerz, a computational physicist working on #quantum #optimalcontrol. Initially, in the context of #quantumcomputing in open quantum systems (Rydberg atoms, ions, superconducting qubits), current applications tend towards robust #quantumsensing. Most of my time is spent developing methods and software. I have a long background in #Fortran and #Python. My primary language today is #julialang, working on the QuantumControl.jl package.

#introduction I'm Michael Goerz, a computational physicist working on #quantum #optimalcontrol. Initially, in the context of #quantumcomputing in open quantum systems (Rydberg atoms, ions, superconducting qubits), current applications tend towards robust #quantumsensing. Most of my time is spent developing methods and software. I have a long background in #Fortran and #Python. My primary language today is #julialang, working on the QuantumControl.jl package.