Publications by authors named "Panos Stinis"

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Toward a Machine Learning Approach to Interpreting X-ray Spectra of Trace Impurities by Converting XANES to EXAFS.
Micah P Prange, Niranjan Govind, Panos Stinis, Eugene S Ilton, Amanda A Howard

J Phys Chem A· January 2025

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Rethinking skip connections in Spiking Neural Networks with Time-To-First-Spike coding.
Youngeun Kim, Adar Kahana, Ruokai Yin, Yuhang Li, Panos Stinis

Front Neurosci· February 2024

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Machine-learning-based spectral methods for partial differential equations.
Brek Meuris, Saad Qadeer, Panos Stinis

Sci Rep· January 2023

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Vibrational levels of a generalized Morse potential.
Saad Qadeer, Garrett D Santis, Panos Stinis, Sotiris S Xantheas

J Chem Phys· October 2022

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Optimal renormalization of multiscale systems.
Jacob Price, Brek Meuris, Madelyn Shapiro, Panos Stinis

Proc Natl Acad Sci U S A· September 2021

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Doing the Impossible: Why Neural Networks Can Be Trained at All.
Nathan O Hodas, Panos Stinis

Front Psychol· July 2018

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Renormalized Mori-Zwanzig-reduced models for systems without scale separation.
Panos Stinis

Proc Math Phys Eng Sci· April 2015

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