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02/21/2023
CHA2: CHemistry Aware Convex Hull Autoencoder Towards Inverse Molecular Design
Optimizing molecular design and discovering novel chemical structures to...
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02/21/2023
Machine learning for the prediction of safe and biologically active organophosphorus molecules
Drug discovery is a complex process with a large molecular space to be c...
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10/24/2022
Deep Learning Approach for Dynamic Sampling for Multichannel Mass Spectrometry Imaging
Mass Spectrometry Imaging (MSI), using traditional rectilinear scanning,...
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08/09/2022
Training Overparametrized Neural Networks in Sublinear Time
The success of deep learning comes at a tremendous computational and ene...
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08/05/2022
Sublinear Time Algorithm for Online Weighted Bipartite Matching
Online bipartite matching is a fundamental problem in online algorithms....
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04/01/2020
Quasi-Direct Drive Actuation for a Lightweight Hip Exoskeleton with High Backdrivability and High Bandwidth
High-performance actuators are crucial to enable mechanical versatility ...
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07/04/2019
Spine-Inspired Continuum Soft Exoskeleton for Stoop Lifting Assistance
Back injuries are the most prevalent work-related musculoskeletal disord...
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11/12/2018
Fast Computing von Neumann Entropy for Large-scale Graphs via Quadratic Approximations
The von Neumann graph entropy (VNGE) can be used as a measure of graph c...
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01/02/2018
Revisiting Email Spoofing Attacks
The email system is the central battleground against phishing and social...
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11/17/2017