843 citations · 3.6k across the 103 of their papers we have counts for
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Embed-Search-Align: DNA Sequence Alignment using Transformer Models
Pavan Holur, K. C. Enevoldsen, Shreyas Rajesh +5
DNA sequence alignment involves assigning short DNA reads to the most probable locations on an extensive reference genome. This process is crucial for various genomic analyses, inc…
Vicsek Model Meets DBSCAN: Cluster Phases in the Vicsek Model
Hideyuki Miyahara, Hyu Yoneki, Tsuyoshi Mizohata +1
The Vicsek model, which was originally proposed to explain the dynamics of bird flocking, exhibits a phase transition with respect to the absolute value of the mean velocity. Altho…
Rapid design of fully soft deployable structures via kirigami cuts and active learning
Leixin Ma, Mrunmayi Mungekar, Vwani Roychowdhury +1
Soft deployable structures - unlike conventional piecewise rigid deployables based on hinges and springs - can assume intricate 3-D shapes, thereby enabling transformative technolo…
Roadmap for Unconventional Computing with Nanotechnology
Giovanni Finocchio, Jean Anne C. Incorvia, Joseph S. Friedman +48
In the "Beyond Moore's Law" era, with increasing edge intelligence, domain-specific computing embracing unconventional approaches will become increasingly prevalent. At the same ti…
Metalearning generalizable dynamics from trajectories
Qiaofeng Li, Tianyi Wang, Vwani Roychowdhury +1
We present the interpretable meta neural ordinary differential equation (iMODE) method to rapidly learn generalizable (i.e., not parameter-specific) dynamics from trajectories of m…