Thursday, March 17, 2022
3:00PM - 3:36PM
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W47.00001: m* of electron gases: a neural canonical transformation study
Invited Speaker:
Lei Wang
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Thursday, March 17, 2022
3:36PM - 4:12PM
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W47.00002: Calculation of nuclear ground states up to A=6 using Artificial Neural Networks.
Invited Speaker:
Corey Adams
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Thursday, March 17, 2022
4:12PM - 4:24PM
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W47.00003: Detecting topological order using recurrent neural network wave functions
Mohamed Hibat-Allah, Roger G Melko, Juan Carrasquilla
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Thursday, March 17, 2022
4:24PM - 4:36PM
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W47.00004: Exploring variational methods with interpretable neural-networks and genetic algorithms
Agnes Valenti, Eliska Greplova, Netanel Lindner, Evert Van Nieuwenburg, Sebastian Huber
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Thursday, March 17, 2022
4:36PM - 4:48PM
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W47.00005: Deep Learning the Functional Renormalization Group Flow for Correlated Fermions
Domenico Di Sante, Matija Medvidović, Alessandro Toschi, Giorgio Sangiovanni, Cesare Franchini, Anirvan M Sengupta, Andrew J Millis
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Thursday, March 17, 2022
4:48PM - 5:00PM
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W47.00006: Predicting Quasiparticle and Excitonic properties of materials using Machine Learning
Tathagata Biswas, Sydney N Olson, Arunima K Singh
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Thursday, March 17, 2022
5:00PM - 5:12PM
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W47.00007: Quantum process tomography with neural networks.
Shahnawaz Ahmed, Fernando Quijandria, Anton F Kockum
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Thursday, March 17, 2022
5:12PM - 5:24PM
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W47.00008: Thermal Transport Simulation of Strongly Anharmonic GeSe through Machine Learning
Mei-Yin Chou, Jie-Cheng Chen
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Thursday, March 17, 2022
5:24PM - 5:36PM
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W47.00009: Machine Learning the Relationship Between Debye and Superconducting Transition Temperatures
Cheng-Chien Chen, Adam D. Smith
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Thursday, March 17, 2022
5:36PM - 5:48PM
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W47.00010: Transferable Machine Learning for Four-Dimensional Scanning Transmission Electron Microscopy Data
Michael Matty, Michael Cao, Zhen Chen, Li Li, David A Muller, Eun-Ah Kim
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