7:00am - 6:00pm Registration
8:00am - 9:00am Breakfast/Opening Remarks
9:00am - 10:00am Two Invited Presentations - Machine Learning & UQ in Computational Materials Science
Chair: Susanta Ghosh
Ellad Tadmor, University of Minnesota
Open Materials Generation (OMG): Open-source generative AI for crystalline material discovery
Nathaniel Trask, University of Pennsylvania
10:00am - 10:30am Coffee Break
10:30am - 11:30am Two Invited Presentations - Machine Learning & UQ in Computational Materials Science
Chair: Susanta Ghosh
Ying Li, University of Wisconsin-Madison
Machine-learning-assisted molecular design of innovative polymers
Amartya Banerjee, University of California, Los Angeles
Machine learning-based electronic structure prediction: from chiral nanostructures to complex alloys
11:30am - 12:00pm Panel Discussion - Machine Learning & UQ in Computational Materials Science
Chair: Harley Johnson
12:00pm - 2:00pm Lunch
2:00pm - 3:00pm Two Invited Presentations - Mechanics and Physics of Low-Dimensional Materials
Chair: Amartya Banerjee
Pinshane Huang, University of Illinois Urbana-Champaign
Imaging 3D reconstructions in 2D moiré bilayers
Nanshu Lu, The University of Texas at Austin
Bulging and poking of 2D materials
3:00pm - 3:30pm Coffee Break
3:30pm - 4:30pm Two Invited Presentations - Mechanics and Physics of Low-Dimensional Materials
Chair: Amartya Banerjee
Lucas Wagner, University of Illinois Urbana-Champaign
Traian Dumitrica, University of Minnesota
Mechanics of 2D and 1D nanostructures with SCC-DFTB objective molecular dynamics
4:30pm - 5:00pm Panel Discussion - Mechanics and Physics of Low-Dimensional Materials
Chair: Nikhil Admal & Amartya Banerjee
5:00pm - 6:30pm Lightning Talks/Poster Presentations
8:00am - 6:00pm Registration
8:00am - 9:00am Breakfast
9:00am - 10:00am Two Invited Presentations - Defects & Interfaces
Chair: Nikhil Admal
Douglas Spearot, University of Florida
Khalid Hattar, The University of Tennessee, Knoxville
Exploring nanomaterials stability via in-situ TEM
10:00am - 10:30am Coffee Break
10:30am - 11:30am Two Invited Presentations - Defects & Interfaces
Chair: Nikhil Admal
Ian Winter, Sandia National Laboratories
Structural transitions in grain boundaries and the role of line defects
Ashley Bucsek, University of Michigan
Imaging twin and phase interfaces using in-situ dark-field x-ray microscopy
11:30am - 12:00pm Panel Discussion - Defects & Interfaces
Chair: Nikhil Admal
12:00pm - 2:00pm Lunch
2:00pm - 3:00pm Two Invited Presentations - Coarse Graining Across Scales
Chair: Amartya Banerjee
Anton Van der Ven, University of California, Santa Barbara
Connecting the atomic scale to phenomenological theories of phase transformations
Thomas Swinburne, CNRS
Differentiable and model-agnostic free energy estimation
3:00pm - 3:30pm Coffee Break
3:30pm - 4:30pm Two Invited Presentations - Coarse Graining Across Scales
Chair: Amartya Banerjee
Enrique Martinez, Clemson University
Activation entropy helps explain anomalous flow stress temperature dependence in copper
Liping Liu, Rutgers University
Coarse graining across scales: a multiscale and multiphysics perspective
4:30pm - 5:00pm Panel Discussion - Coarse Graining Across Scales
Chair: Ellad Tadmor
5:00pm - 6:30pm Lightning Talks/Poster Presentations
6:30pm - 7:00pm Short Break
7:00pm - 9:00pm Workshop Dinner
8:00am - 3:00pm Registration
8:00am - 9:00am Breakfast
9:00am - 10:00am Two Invited Presentations - Multiscale Design of Materials and Inverse Problems
Chair: Susanta Ghosh
Ting Zhu, Georgia Institute of Technology
Multiscale mechanics of heterogeneous materials
Siva Nadimpalli, Michigan State University
10:00am - 10:30am Coffee Break
10:30am - 11:30am Two Invited Presentations - Multiscale Design of Materials and Inverse Problems
Chair: Susanta Ghosh
Juner Zhu, Northeastern University
Brandon Runnels, Iowa State University
Multiphysics simulation of nano-aluminum propellant deflagration
11:30am - 12:00pm Panel Discussion - Multiscale Design of Materials and Inverse Problems
Chair: Harley Johnson
12:00pm - 1:00pm Closing Remarks/Meeting Adjournment
1:00pm - 3:00pm Lunch