Sili Deng

Sili Deng

Massachusetts Institute of Technology

H-index: 22

North America-United States

About Sili Deng

Sili Deng, With an exceptional h-index of 22 and a recent h-index of 21 (since 2020), a distinguished researcher at Massachusetts Institute of Technology, specializes in the field of Combustion and Energy.

His recent articles reflect a diverse array of research interests and contributions to the field:

Mixtures Recomposition by Neural Nets: A Multidisciplinary Overview

Multi-component precursor droplet evaporation in spray synthesis of cathode materials

Accelerated Synthesis of Nickle-Rich Cathode Materials Using Flame-Assisted Spray Pyrolysis

Using shock tube species time-histories in Bayesian parameter estimation: Effective independent-data number and target selection

Inference of chemical kinetics and thermodynamic properties from constant-volume combustion of energetic materials

Kinetic subspace investigation using neural network for uncertainty quantification in nonpremixed flamelets

Kinetics parameter optimization of hydrocarbon fuels via neural ordinary differential equations

Burning structures and propagation mechanisms of nanothermites

Sili Deng Information

University

Position

Assistant Professor at

Citations(all)

1493

Citations(since 2020)

1273

Cited By

511

hIndex(all)

22

hIndex(since 2020)

21

i10Index(all)

29

i10Index(since 2020)

27

Email

University Profile Page

Massachusetts Institute of Technology

Google Scholar

View Google Scholar Profile

Sili Deng Skills & Research Interests

Combustion and Energy

Top articles of Sili Deng

Title

Journal

Author(s)

Publication Date

Mixtures Recomposition by Neural Nets: A Multidisciplinary Overview

Andre Nicolle

Sili Deng

Matthias Ihme

Nursulu Kuzhagaliyeva

Emad Al Ibrahim

...

2024/1/29

Multi-component precursor droplet evaporation in spray synthesis of cathode materials

Chemical Engineering Journal

Maanasa Bhat

Shengfeng Luo

Jianan Zhang

Chuwei Zhang

Bo Zhou

...

2024/1/1

Accelerated Synthesis of Nickle-Rich Cathode Materials Using Flame-Assisted Spray Pyrolysis

2023/9/7

Using shock tube species time-histories in Bayesian parameter estimation: Effective independent-data number and target selection

Proceedings of the Combustion Institute

Huaibo Chen

Weiqi Ji

Séan J Cassady

Alison M Ferris

Ronald K Hanson

...

2023/1/1

Inference of chemical kinetics and thermodynamic properties from constant-volume combustion of energetic materials

Chemical Engineering Journal

Suyong Kim

Sili Deng

2023/8/1

Kinetic subspace investigation using neural network for uncertainty quantification in nonpremixed flamelets

Proceedings of the Combustion Institute

Benjamin C Koenig

Weiqi Ji

Sili Deng

2023/1/1

Kinetics parameter optimization of hydrocarbon fuels via neural ordinary differential equations

Combustion and Flame

Xingyu Su

Weiqi Ji

Jian An

Zhuyin Ren

Sili Deng

...

2023/5/1

Burning structures and propagation mechanisms of nanothermites

Proceedings of the Combustion Institute

Suyong Kim

Averitt A Johns

John Z Wen

Sili Deng

2023/1/1

Multi-target active subspaces generated using a neural network for computationally efficient turbulent combustion kinetic uncertainty quantification in the flamelet regime

Combustion and Flame

Benjamin C Koenig

Sili Deng

2023/12/1

Ultrafast materials synthesis and manufacturing techniques for emerging energy and environmental applications

Chemical Society Reviews

X. Hu

D. Zuo

S. Cheng

S. Chen

Y. Liu

...

2023/1

Significant catalyst savings and reaction kinetics enhancement for catalytic micro-combustors via non-uniform catalyst segmentation

Chemical Engineering Journal

Emily Lin

Chad T Wilson

Arny Leroy

Sili Deng

2023/11/15

Bayesian chemical reaction neural network for autonomous kinetic uncertainty quantification

Physical Chemistry Chemical Physics

Qiaofeng Li

Huaibo Chen

Benjamin C Koenig

Sili Deng

2023

Accommodating physical reaction schemes in DSC cathode thermal stability analysis using chemical reaction neural networks

Journal of Power Sources

Benjamin C Koenig

Peng Zhao

Sili Deng

2023/10/15

Effects of the preheating temperature on flame-assisted spray pyrolysis of nickel-rich cathode materials

Proceedings of the Combustion Institute

Jianan Zhang

Valerie L Muldoon

Sili Deng

2023/1/1

Acid‐in‐clay electrolyte for wide‐temperature‐range and long‐cycle proton batteries

Advanced Materials

Shitong Wang

Heng Jiang

Yanhao Dong

David Clarkson

He Zhu

...

2022/6

Autonomous kinetic modeling of biomass pyrolysis using chemical reaction neural networks

Combustion and Flame

Weiqi Ji

Franz Richter

Michael J Gollner

Sili Deng

2022/6/1

Crude glycerol and glycerol as fuels and fuel additives in combustion applications

Jianan Zhang

Yuesen Wang

Valerie L Muldoon

Sili Deng

2022/5/1

Accelerated synthesis of Li (Ni0. 8Co0. 1Mn0. 1) O2 cathode materials using flame-assisted spray pyrolysis and additives

Journal of Power Sources

Jianan Zhang

Valerie L Muldoon

Sili Deng

2022/4/30

SGD-based optimization in modeling combustion kinetics: Case studies in tuning mechanistic and hybrid kinetic models

Fuel

Weiqi Ji

Xingyu Su

Bin Pang

Yujuan Li

Zhuyin Ren

...

2022/9/15

Kinetics Parameter Optimization via Neural Ordinary Differential Equations

arXiv preprint arXiv:2209.01862

Xingyu Su

Weiqi Ji

Jian An

Zhuyin Ren

Sili Deng

...

2022/9/5

See List of Professors in Sili Deng University(Massachusetts Institute of Technology)

Co-Authors

H-index: 123
Chung K. Law

Chung K. Law

Princeton University

H-index: 61
Xiaolin Zheng

Xiaolin Zheng

Stanford University

H-index: 48
Shuiqing Li

Shuiqing Li

Tsinghua University

H-index: 37
Qiang Yao

Qiang Yao

Tsinghua University

H-index: 33
Qiang Song (宋蔷)

Qiang Song (宋蔷)

Tsinghua University

H-index: 30
Stephen D. Tse

Stephen D. Tse

Rutgers, The State University of New Jersey

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