Corneel Casert
- Learning protocols for the fast and efficient control of active matter
2024/02/29 by Corneel Casert, Stephen Whitelam, Casert, Corneel +1 · 5 citations
Computer Science · Physics and Astronomy · #Advanced Thermodynamics and Statistical Mechanics #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Physical sciences #Neural Networks and Applications #Soft Condensed Matter (cond-mat.soft) #Statistical Mechanics (cond-mat.stat-mech)
- Learning stochastic dynamics and predicting emergent behavior using transformers
2022/02/17 by Corneel Casert, Casert, Corneel, Isaac Tamblyn +3 · 1 citation
Physics and Astronomy · #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Quantum many-body systems #Soft Condensed Matter (cond-mat.soft) #Statistical Mechanics (cond-mat.stat-mech) #Theoretical and Computational Physics
- Nonlinear thermodynamic computing out of equilibrium
2024/12/22 by Stephen Whitelam, Whitelam, Stephen, Corneel Casert +1 · 3 citations
Physics and Astronomy · #Advanced Thermodynamics and Statistical Mechanics
- Adaptive AI-Driven Material Synthesis: Towards Autonomous 2D Materials Growth
2024/10/10 by Leonardo Sabattini, Annalisa Coriolano, Sabattini, Leonardo +17 · 1 citation
Materials Science · #Catalytic Processes in Materials Science #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci) #Mesoscale and Nanoscale Physics (cond-mat.mes-hall)