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A Survey of Stochastic Computing Neural Networks for Machine Learning Applications

IEEE transaction on neural networks and learning systems, 2021-07, Vol.32 (7), p.2809-2824

2021

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Toward Energy-Efficient Stochastic Circuits Using Parallel Sobol Sequences

IEEE transactions on very large scale integration (VLSI) systems, 2018-07, Vol.26 (7), p.1326-1339

2018

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A Stochastic Computational Multi-Layer Perceptron with Backward Propagation

IEEE transactions on computers, 2018-09, Vol.67 (9), p.1273-1286

2018

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Gradient Descent Using Stochastic Circuits for Efficient Training of Learning Machines

IEEE transactions on computer-aided design of integrated circuits and systems, 2018-11, Vol.37 (11), p.2530-2541

2018

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Energy efficient stochastic computing with Sobol sequences

Design, Automation & Test in Europe Conference & Exhibition (DATE), 2017, 2017, p.650-653

2017

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Effect of Fe(II)/Fe(III) species, pH, irradiance and bacterial presence on viral inactivation in wastewater by the photo-Fenton process: Kinetic modeling and mechanistic interpretation

Applied catalysis. B, Environmental, 2017-05, Vol.204, p.156-166

2017

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Hardware ODE solvers using stochastic circuits

2017 54th ACM/EDAC/IEEE Design Automation Conference (DAC), 2017, p.1-6

2017

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The Influence of Entrepreneurship on the Innovation Path of Cultural Enterprises Under the Background of Digital Transformation

Frontiers in psychology, 2022-06, Vol.13

2022

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A kernel formula for regularized Wasserstein proximal operators

Research in the mathematical sciences, 2023-12, Vol.10 (4), Article 43

2023

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Innovative Risk Early Warning Model Based on Internet of Things Under Big Data Technology

IEEE access, 2021, Vol.9, p.100606-100614

2021

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Correlated Multi-objective Multi-fidelity Optimization for HLS Directives Design

ACM transactions on design automation of electronic systems, 2022-07, Vol.27 (4), p.1-27

2022

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New Genus and Species of Webspinners (Insecta: Embioptera) from the Mid-Cretaceous of Myanmar with a Catalog of Fossil Members

Insects (Basel, Switzerland), 2024-08, Vol.15 (9), p.636

2024

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Mean field control problems for vaccine distribution

Research in the mathematical sciences, 2022, Vol.9 (3), p.51-51, Article 51

2022

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One New Genus and Four New Species of Beaded Lacewings (Neuroptera: Berothidae) from Upper Cretaceous Myanmar Amber

Insects (Basel, Switzerland), 2024-04, Vol.15 (4), p.259

2024

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CD19+CD24hiCD38hi regulatory B cells deficiency revealed severity and poor prognosis in patients with sepsis

BMC immunology, 2022-11, Vol.23 (1), p.1-54, Article 54

2022

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Design, development and clinical validation of computer-aided surgical simulation system for streamlined orthognathic surgical planning

International journal for computer assisted radiology and surgery, 2017-12, Vol.12 (12), p.2129-2143

2017

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Supercontinuum fiber laser-based coherent anti-Stokes Raman scattering microscopy for label-free chemical imaging

Journal of innovative optical health science, 2022-07, Vol.15 (4)

2022

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Controlling conservation laws I: Entropy–entropy flux

Journal of computational physics, 2023-05, Vol.480, p.112019, Article 112019

2023

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Controlling conservation laws II: Compressible Navier–Stokes equations

Journal of computational physics, 2022-08, Vol.463, p.111264, Article 111264

2022

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Analysis of Financial Data Risk and Network Information Security by Blockchain Technology and Edge Computing

IEEE transactions on engineering management, 2024, Vol.71, p.12579-12592

2024

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A first-order computational algorithm for reaction-diffusion type equations via primal-dual hybrid gradient method

Journal of computational physics, 2024-03, Vol.500, p.112753, Article 112753

2024

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High order computation of optimal transport, mean field planning, and potential mean field games

Journal of computational physics, 2023-10, Vol.491, p.112346, Article 112346

2023

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In-context operator learning with data prompts for differential equation problems

Proceedings of the National Academy of Sciences - PNAS, 2023-09, Vol.120 (39), p.e2310142120-e2310142120

2023

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Splitting methods for a class of non-potential mean field games

Journal of dynamics and games, 2021-10, Vol.8 (4), p.467

2021

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Controlling Propagation of Epidemics via Mean-Field Control

SIAM journal on applied mathematics, 2021-01, Vol.81 (1), p.190-207

2021

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A Survey of Stochastic Computing Neural Networks for Machine Learning Applications

Toward Energy-Efficient Stochastic Circuits Using Parallel Sobol Sequences

A Stochastic Computational Multi-Layer Perceptron with Backward Propagation

Gradient Descent Using Stochastic Circuits for Efficient Training of Learning Machines

Energy efficient stochastic computing with Sobol sequences

Effect of Fe(II)/Fe(III) species, pH, irradiance and bacterial presence on viral inactivation in wastewater by the photo-Fenton process: Kinetic modeling and mechanistic interpretation

Hardware ODE solvers using stochastic circuits

The Influence of Entrepreneurship on the Innovation Path of Cultural Enterprises Under the Background of Digital Transformation

A kernel formula for regularized Wasserstein proximal operators

Innovative Risk Early Warning Model Based on Internet of Things Under Big Data Technology

Correlated Multi-objective Multi-fidelity Optimization for HLS Directives Design

New Genus and Species of Webspinners (Insecta: Embioptera) from the Mid-Cretaceous of Myanmar with a Catalog of Fossil Members

Mean field control problems for vaccine distribution

One New Genus and Four New Species of Beaded Lacewings (Neuroptera: Berothidae) from Upper Cretaceous Myanmar Amber

CD19+CD24hiCD38hi regulatory B cells deficiency revealed severity and poor prognosis in patients with sepsis

Design, development and clinical validation of computer-aided surgical simulation system for streamlined orthognathic surgical planning

Supercontinuum fiber laser-based coherent anti-Stokes Raman scattering microscopy for label-free chemical imaging

Controlling conservation laws I: Entropy–entropy flux

Controlling conservation laws II: Compressible Navier–Stokes equations

Analysis of Financial Data Risk and Network Information Security by Blockchain Technology and Edge Computing

A first-order computational algorithm for reaction-diffusion type equations via primal-dual hybrid gradient method

High order computation of optimal transport, mean field planning, and potential mean field games

In-context operator learning with data prompts for differential equation problems

Splitting methods for a class of non-potential mean field games

Controlling Propagation of Epidemics via Mean-Field Control

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