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3 papers
Structure-Informed Learning of Flat Band 2D Materials
Xiangwen Wang, Yihao Wei, Anupam Bhattacharya +2
Flat electronic bands enhance electron-electron interactions and give rise to correlated states such as unconventional superconductivity or fractional topological phases. However,…
Quantifying hydrogen bonding using electrically tunable nanoconfined water
Ziwei Wang, Anupam Bhattacharya, Mehmet Yagmurcukardes +11
Hydrogen bonding plays a crucial role in biology and technology, yet it remains poorly understood and quantified despite its fundamental importance. Traditional models, which descr…
Elf autoencoder: unsupervised exploration of flat-band materials using electronic band structure fingerprints
Henry Kelbrick Pentz, Thomas Warford, Ivan Timokhin +3
Two-dimensional materials with flat electronic bands are promising for realizing exotic quantum phenomena such as unconventional superconductivity and nontrivial topology, but expl…