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A Framework for Generalization Analysis of Machine-Learned Interatomic Potentials: A Case Study on Crystalline Defects
Presenter
- Yangshuai Wang
April 9, 2024
IMSI
Atomic cluster expansion for modeling local and semilocal atomic interactions
Presenter
- Ralf Drautz
April 8, 2024
IMSI
Machine Learning the Exchange And Correlation Functional In DFT
Presenter
- Marivi Fern\u00e1ndez-Serra
March 26, 2024
IMSI
Perspectives and Practice for Scientific Machine Learning in Process Systems: Dynamic Surrogacy and Causal Discovery
Presenter
- Jordan Jalving
March 24, 2024
ICERM
Physics Constrained Machine Learning for Scientific Computing
Presenter
- Danielle Robinson
March 23, 2024
ICERM
A Perturbational Approach for Approximating Heterogeneous-Agent Models
Presenter
- Anmol Bhandari
March 8, 2024
IMSI
On Eisenstein’s Jugendtraum for Complex Cubic Fields
Presenter
- Pierre Charollois
February 22, 2024
IAS
Quantized tensor trains for solving the Vlasov-Maxwell equations
Presenter
- Erika Ye
February 22, 2024
IMSI
On Asymptotic Kinetic and Moment Models and their Numerics in Strong Magnetic Fields
Presenter
- James Juno
February 22, 2024
IMSI
Implicit, asymptotic-preserving and energy-conserving time integration for particle-in-cell simulation of plasmas with arbitrary magnetization
Presenter
- Lee Ricketson
February 22, 2024
IMSI
Kinetic Modeling of the Interaction of Global Unstable Tearing Modes, Zonal Flows, and Microturbulence
Presenter
- Paul Terry
February 21, 2024
IMSI