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On the eigenvector bias of Fourier feature networks: From regression to solving multi-scale PDEs with physics-informed neural networks
Professor Paris Perdikaris, Assistant ProfessorMechanical Engineering and Applied Mechanics, has a new paper out in Computer Methods in…
Learning-based approach to plasticity in athermal sheared amorphous packings: Improving softness
Professor Andrea Liu, Hepburn Professor of Physics, has a new paper out in APL Materials.
Pathogenic Huntingtin Repeat Expansions in Patients with Frontotemporal Dementia and Amyotrophic Lateral Sclerosis
Jennifer E. Phillips-Cremins, Associate Professor of Genetics, has contributed to a new paper in Neuron. Abstract: We examined…
Statistics of the stress, strain-rate and spin fields in viscoplastic polycrystals
Pedro Ponte Castañeda, Professor and Raymond S. Markowitz Faculty Fellow in Mechanical Engineering and Applied Mechanics, has a new paper out in the International Journal of Solids and Structures.
Data-driven control of complex networks
Danielle S. Bassett, J. Peter Skirkanich ProfessorBioengineering and Electrical and Systems Engineering, has contributed to a new paper out in Nature Communications.
Embracing the Disharmony in Heterogeneous Medical Data
Pratik Chaudhari, Assistant Professor, Electrical and Systems Engineering & Computer and Information Science, has a new paper out in preprint.
From sub-Rayleigh to intersonic crack propagation in snow slab avalanche release
Chenfanfu Jiang, assistant professor of Computer and Information Science, has a new paper out in preprint. Abstract: This…
Computational studies of anaplastic lymphoma kinase mutations reveal common mechanisms of oncogenic activation
Professor Ravi Radhakrishnan has a new paper out in the Proceedings of the National Academy of Sciences of the United States of America.
Harnessing fluctuation theorems to discover free energy and dissipation potentials from non-equilibrium data
Shenglin Huang, Chuanpeng Sun, Prashant K Purohit and Celia Reina have a new paper out in the Journal…
The role of the free surface state in the formation of simulated physically vapor deposited glasses
Alex Moore of the Riggleman Group presented a paper at the Bulletin of the American Physical Society.