Anima Anandkumar

Affiliations

2Computing + Mathematical Sciences, California Institute of Technology, Pasadena, California.

Publications (35)

Bioaccumulation of trace metals in the coastal Borneo (Malaysia) and health risk assessment.

Marine pollution bulletin

Avec: A Anandkumar , R Nagarajan , K Prabakaran , Chua Han Bing , R Rajaram , Jian Li , Daolin Du

A systematic review of virtual reality for the assessment of technical skills in neurosurgery.

Neurosurgical focus

Avec: Justin Chan , Dhiraj J Pangal , Tyler Cardinal , Guillaume Kugener , Yichao Zhu , Arman Roshannai , Nicholas Markarian , Aditya Sinha , Anima Anandkumar , Andrew Hung , Gabriel Zada , Daniel A Donoho

Use of surgical video-based automated performance metrics to predict blood loss and success of simulated vascular injury control in neurosurgery: a pilot study.

Journal of neurosurgery

Avec: Dhiraj J Pangal , Guillaume Kugener , Tyler Cardinal , Elizabeth Lechtholz-Zey , Casey Collet , Sasha Lasky , Shivani Sundaram , Yichao Zhu , Arman Roshannai , Justin Chan , Aditya Sinha , Andrew J Hung , Animashree Anandkumar , Gabriel Zada , Daniel A Donoho

Surgical gestures as a method to quantify surgical performance and predict patient outcomes.

NPJ digital medicine

Avec: Runzhuo Ma , Ashwin Ramaswamy , Jiashu Xu , Loc Trinh , Dani Kiyasseh , Timothy N Chu , Elyssa Y Wong , Ryan S Lee , Ivan Rodriguez , Gina DeMeo , Aditya Desai , Maxwell X Otiato , Sidney I Roberts , Jessica H Nguyen , Jasper Laca , Yan Liu , Katarina Urbanova , Christian Wagner , Animashree Anandkumar , Jim C Hu , Andrew J Hung

A vision transformer for decoding surgeon activity from surgical videos.

Nature biomedical engineering

Avec: Dani Kiyasseh , Runzhuo Ma , Taseen F Haque , Brian J Miles , Christian Wagner , Daniel A Donoho , Animashree Anandkumar , Andrew J Hung

Seasonal variation and mobility of trace metals in the beach sediments of NW Borneo.

Chemosphere

Avec: A Anandkumar , R Nagarajan , Eswaramoorthi Sellappa Gounder , K Prabakaran

Deep Neural Networks Can Accurately Detect Blood Loss and Hemorrhage Control Task Success From Video.

Neurosurgery

Avec: Guillaume Kugener , Yichao Zhu , Dhiraj J Pangal , Aditya Sinha , Nicholas Markarian , Arman Roshannai , Justin Chan , Animashree Anandkumar , Andrew J Hung , Bozena B Wrobel , Gabriel Zada , Daniel A Donoho

IoT enabled smart bus for COVID-19.

Microwave and optical technology letters

Avec: A Anandkumar , Kathiravan Dinakaran , T Mani

Biomonitoring of heavy metals accumulation in molluscs and echinoderms collected from southern coastal India.

Marine pollution bulletin

Avec: Biju Anagha , Pulickal Santhosh Athira , Pyary Anisha , Partheeban Emmanuel Charles , Arumugam Anandkumar , Rajendran Rajaram

A multi-institutional study using artificial intelligence to provide reliable and fair feedback to surgeons.

Communications medicine

Avec: Dani Kiyasseh , Jasper Laca , Taseen F Haque , Brian J Miles , Christian Wagner , Daniel A Donoho , Animashree Anandkumar , Andrew J Hung

Shaping the Water-Harvesting Behavior of Metal-Organic Frameworks Aided by Fine-Tuned GPT Models.

Journal of the American Chemical Society

Avec: Zhiling Zheng , Ali H Alawadhi , Saumil Chheda , S Ephraim Neumann , Nakul Rampal , Shengchao Liu , Ha L Nguyen , Yen-Hsu Lin , Zichao Rong , J Ilja Siepmann , Laura Gagliardi , Anima Anandkumar , Christian Borgs , Jennifer T Chayes , Omar M Yaghi

Physics-informed machine learning: case studies for weather and climate modelling.

Philosophical transactions. Series A, Mathematical, physical, and engineering sciences

Avec: K Kashinath , M Mustafa , A Albert , J-L Wu , C Jiang , S Esmaeilzadeh , K Azizzadenesheli , R Wang , A Chattopadhyay , A Singh , A Manepalli , D Chirila , R Yu , R Walters , B White , H Xiao , H A Tchelepi , P Marcus , A Anandkumar , P Hassanzadeh , Prabhat

Environmental significance and geochemical speciation of trace elements in Lower Baram River sediments.

Chemosphere

Avec: K Prabakaran , R Nagarajan , S Eswaramoorthi , A Anandkumar , F Merlin Franco

Geochemical behaviour and risk assessment of trace elements in a tropical river, Northwest Borneo.

Chemosphere

Avec: K Prabakaran , S Eswaramoorthi , R Nagarajan , A Anandkumar , F Merlin Franco

Health risk assessment and potentiality of green seaweeds on bioaccumulation of trace elements along the Palk Bay coast, Southeastern India.

Marine pollution bulletin

Avec: R Rajaram , S Rameshkumar , A Anandkumar

OrbNet Denali: A machine learning potential for biological and organic chemistry with semi-empirical cost and DFT accuracy.

The Journal of chemical physics

Avec: Anders S Christensen , Sai Krishna Sirumalla , Zhuoran Qiao , Michael B O'Connor , Daniel G A Smith , Feizhi Ding , Peter J Bygrave , Animashree Anandkumar , Matthew Welborn , Frederick R Manby , Thomas F Miller

Assessing the efficacy of dissection gestures in robotic surgery.

Journal of robotic surgery

Avec: Daniel A Inouye , Runzhuo Ma , Jessica H Nguyen , Jasper Laca , Rafal Kocielnik , Anima Anandkumar , Andrew J Hung

Informing geometric deep learning with electronic interactions to accelerate quantum chemistry.

Proceedings of the National Academy of Sciences of the United States of America

Avec: Zhuoran Qiao , Anders S Christensen , Matthew Welborn , Frederick R Manby , Anima Anandkumar , Thomas F Miller

Deep learning-based computer vision to recognize and classify suturing gestures in robot-assisted surgery.

Surgery

Avec: Francisco Luongo , Ryan Hakim , Jessica H Nguyen , Animashree Anandkumar , Andrew J Hung

Neural-Fly enables rapid learning for agile flight in strong winds.

Science robotics

Avec: Michael O'Connell , Guanya Shi , Xichen Shi , Kamyar Azizzadenesheli , Anima Anandkumar , Yisong Yue , Soon-Jo Chung

Utility of the Simulated Outcomes Following Carotid Artery Laceration Video Data Set for Machine Learning Applications.

JAMA network open

Avec: Guillaume Kugener , Dhiraj J Pangal , Tyler Cardinal , Casey Collet , Elizabeth Lechtholz-Zey , Sasha Lasky , Shivani Sundaram , Nicholas Markarian , Yichao Zhu , Arman Roshannai , Aditya Sinha , X Y Han , Vardan Papyan , Andrew Hung , Animashree Anandkumar , Bozena Wrobel , Gabriel Zada , Daniel A Donoho

AI-aided geometric design of anti-infection catheters.

Science advances

Avec: Tingtao Zhou , Xuan Wan , Daniel Zhengyu Huang , Zongyi Li , Zhiwei Peng , Anima Anandkumar , John F Brady , Paul W Sternberg , Chiara Daraio

AI-based Video Feedback to Improve Novice Performance on Robotic Suturing Skills - A Pilot Study.

Journal of endourology

Avec: Runzhuo Ma , Dani Kiyasseh , Jasper A Laca , Rafal Kocielnik , Elyssa Y Wong , Timothy N Chu , Steven Yong Cen , Cherine H Yang , Istabraq S Dalieh , Taseen F Haque , Mitch G Goldenberg , Anima Anandkumar , Andrew Hung

Scientific discovery in the age of artificial intelligence.

Nature

Avec: Hanchen Wang , Tianfan Fu , Yuanqi Du , Wenhao Gao , Kexin Huang , Ziming Liu , Payal Chandak , Shengchao Liu , Peter Van Katwyk , Andreea Deac , Anima Anandkumar , Karianne Bergen , Carla P Gomes , Shirley Ho , Pushmeet Kohli , Joan Lasenby , Jure Leskovec , Tie-Yan Liu , Arjun Manrai , Debora Marks , Bharath Ramsundar , Le Song , Jimeng Sun , Jian Tang , Petar Veličković , Max Welling , Linfeng Zhang , Connor W Coley , Yoshua Bengio , Marinka Zitnik

GenSLMs: Genome-scale language models reveal SARS-CoV-2 evolutionary dynamics.

bioRxiv : the preprint server for biology

Avec: Maxim Zvyagin , Alexander Brace , Kyle Hippe , Yuntian Deng , Bin Zhang , Cindy Orozco Bohorquez , Austin Clyde , Bharat Kale , Danilo Perez-Rivera , Heng Ma , Carla M Mann , Michael Irvin , J Gregory Pauloski , Logan Ward , Valerie Hayot-Sasson , Murali Emani , Sam Foreman , Zhen Xie , Diangen Lin , Maulik Shukla , Weili Nie , Josh Romero , Christian Dallago , Arash Vahdat , Chaowei Xiao , Thomas Gibbs , Ian Foster , James J Davis , Michael E Papka , Thomas Brettin , Rick Stevens , Anima Anandkumar , Venkatram Vishwanath , Arvind Ramanathan

Intelligent resolution: Integrating Cryo-EM with AI-driven multi-resolution simulations to observe the severe acute respiratory syndrome coronavirus-2 replication-transcription machinery in action.

The international journal of high performance computing applications

Avec: Anda Trifan , Defne Gorgun , Michael Salim , Zongyi Li , Alexander Brace , Maxim Zvyagin , Heng Ma , Austin Clyde , David Clark , David J Hardy , Tom Burnley , Lei Huang , John McCalpin , Murali Emani , Hyenseung Yoo , Junqi Yin , Aristeidis Tsaris , Vishal Subbiah , Tanveer Raza , Jessica Liu , Noah Trebesch , Geoffrey Wells , Venkatesh Mysore , Thomas Gibbs , James Phillips , S Chakra Chennubhotla , Ian Foster , Rick Stevens , Anima Anandkumar , Venkatram Vishwanath , John E Stone , Emad Tajkhorshid , Sarah A Harris , Arvind Ramanathan

#COVIDisAirborne: AI-Enabled Multiscale Computational Microscopy of Delta SARS-CoV-2 in a Respiratory Aerosol.

bioRxiv : the preprint server for biology

Avec: Abigail Dommer , Lorenzo Casalino , Fiona Kearns , Mia Rosenfeld , Nicholas Wauer , Surl-Hee Ahn , John Russo , Sofia Oliveira , Clare Morris , Anthony Bogetti , Anda Trifan , Alexander Brace , Terra Sztain , Austin Clyde , Heng Ma , Chakra Chennubhotla , Hyungro Lee , Matteo Turilli , Syma Khalid , Teresa Tamayo-Mendoza , Matthew Welborn , Anders Christensen , Daniel G A Smith , Zhuoran Qiao , Sai Krishna Sirumalla , Michael O'Connor , Frederick Manby , Anima Anandkumar , David Hardy , James Phillips , Abraham Stern , Josh Romero , David Clark , Mitchell Dorrell , Tom Maiden , Lei Huang , John McCalpin , Christopher Woods , Alan Gray , Matt Williams , Bryan Barker , Harinda Rajapaksha , Richard Pitts , Tom Gibbs , John Stone , Daniel Zuckerman , Adrian Mulholland , Thomas Miller , Shantenu Jha , Arvind Ramanathan , Lillian Chong , Rommie Amaro

OrbNet: Deep learning for quantum chemistry using symmetry-adapted atomic-orbital features.

The Journal of chemical physics

Avec: Zhuoran Qiao , Matthew Welborn , Animashree Anandkumar , Frederick R Manby , Thomas F Miller

Expert surgeons and deep learning models can predict the outcome of surgical hemorrhage from 1 min of video.

Scientific reports

Avec: Dhiraj J Pangal , Guillaume Kugener , Yichao Zhu , Aditya Sinha , Vyom Unadkat , David J Cote , Ben Strickland , Martin Rutkowski , Andrew Hung , Animashree Anandkumar , X Y Han , Vardan Papyan , Bozena Wrobel , Gabriel Zada , Daniel A Donoho

Validation of Machine Learning-Based Automated Surgical Instrument Annotation Using Publicly Available Intraoperative Video.

Operative neurosurgery (Hagerstown, Md.)

Avec: Nicholas Markarian , Guillaume Kugener , Dhiraj J Pangal , Vyom Unadkat , Aditya Sinha , Yichao Zhu , Arman Roshannai , Justin Chan , Andrew J Hung , Bozena B Wrobel , Animashree Anandkumar , Gabriel Zada , Daniel A Donoho

Capturing fine-grained details for video-based automation of suturing skills assessment.

International journal of computer assisted radiology and surgery

Avec: Andrew J Hung , Richard Bao , Idris O Sunmola , De-An Huang , Jessica H Nguyen , Anima Anandkumar

Geochemical fractionation, mobility of elements and environmental significance of surface sediments in a Tropical River, Borneo.

Marine pollution bulletin

Avec: R Nagarajan , Sellappa Gounder Eswaramoorthi , A Anandkumar , M Ramkumar

Using Real-time Feedback To Improve Surgical Performance on a Robotic Tissue Dissection Task.

European urology open science

Avec: Jasper A Laca , Rafal Kocielnik , Jessica H Nguyen , Jonathan You , Ryan Tsang , Elyssa Y Wong , Andrew Shtulman , Anima Anandkumar , Andrew J Hung

#COVIDisAirborne: AI-enabled multiscale computational microscopy of delta SARS-CoV-2 in a respiratory aerosol.

The international journal of high performance computing applications

Avec: Abigail Dommer , Lorenzo Casalino , Fiona Kearns , Mia Rosenfeld , Nicholas Wauer , Surl-Hee Ahn , John Russo , Sofia Oliveira , Clare Morris , Anthony Bogetti , Anda Trifan , Alexander Brace , Terra Sztain , Austin Clyde , Heng Ma , Chakra Chennubhotla , Hyungro Lee , Matteo Turilli , Syma Khalid , Teresa Tamayo-Mendoza , Matthew Welborn , Anders Christensen , Daniel Ga Smith , Zhuoran Qiao , Sai K Sirumalla , Michael O'Connor , Frederick Manby , Anima Anandkumar , David Hardy , James Phillips , Abraham Stern , Josh Romero , David Clark , Mitchell Dorrell , Tom Maiden , Lei Huang , John McCalpin , Christopher Woods , Alan Gray , Matt Williams , Bryan Barker , Harinda Rajapaksha , Richard Pitts , Tom Gibbs , John Stone , Daniel M Zuckerman , Adrian J Mulholland , Thomas Miller , Shantenu Jha , Arvind Ramanathan , Lillian Chong , Rommie E Amaro

Human visual explanations mitigate bias in AI-based assessment of surgeon skills.

NPJ digital medicine

Avec: Dani Kiyasseh , Jasper Laca , Taseen F Haque , Maxwell Otiato , Brian J Miles , Christian Wagner , Daniel A Donoho , Quoc-Dien Trinh , Animashree Anandkumar , Andrew J Hung

Réseau de co-auteurs

Animashree Anandkumar 12 collaborations

Andrew J Hung 11 collaborations

Daniel A Donoho 9 collaborations

A Anandkumar 8 collaborations

Dhiraj J Pangal 6 collaborations

Guillaume Kugener 6 collaborations

Yichao Zhu 6 collaborations

Aditya Sinha 6 collaborations

Gabriel Zada 6 collaborations

R Nagarajan 5 collaborations

Arman Roshannai 5 collaborations

Dani Kiyasseh 5 collaborations

Jessica H Nguyen 5 collaborations

Zhuoran Qiao 5 collaborations

Matthew Welborn 5 collaborations

K Prabakaran 4 collaborations

Justin Chan 4 collaborations

Nicholas Markarian 4 collaborations

Andrew Hung 4 collaborations

Runzhuo Ma 4 collaborations

Jasper Laca 4 collaborations

Christian Wagner 4 collaborations

Taseen F Haque 4 collaborations

Alexander Brace 4 collaborations

Austin Clyde 4 collaborations

Heng Ma 4 collaborations

Arvind Ramanathan 4 collaborations

Tyler Cardinal 3 collaborations

Elyssa Y Wong 3 collaborations

Brian J Miles 3 collaborations

Frederick R Manby 3 collaborations

Thomas F Miller 3 collaborations

Rafal Kocielnik 3 collaborations

Josh Romero 3 collaborations

Anda Trifan 3 collaborations

David Clark 3 collaborations

Lei Huang 3 collaborations

John McCalpin 3 collaborations

James Phillips 3 collaborations

R Rajaram 2 collaborations

Elizabeth Lechtholz-Zey 2 collaborations

Casey Collet 2 collaborations

Sasha Lasky 2 collaborations

Shivani Sundaram 2 collaborations

Timothy N Chu 2 collaborations

Bozena B Wrobel 2 collaborations

Shengchao Liu 2 collaborations

S Eswaramoorthi 2 collaborations

F Merlin Franco 2 collaborations

Anders S Christensen 2 collaborations

Sai Krishna Sirumalla 2 collaborations

Daniel G A Smith 2 collaborations

X Y Han 2 collaborations

Vardan Papyan 2 collaborations

Bozena Wrobel 2 collaborations

Zongyi Li 2 collaborations

Jasper A Laca 2 collaborations

Maxim Zvyagin 2 collaborations

Murali Emani 2 collaborations

Thomas Gibbs 2 collaborations

Ian Foster 2 collaborations

Rick Stevens 2 collaborations

Venkatram Vishwanath 2 collaborations

Abigail Dommer 2 collaborations

Lorenzo Casalino 2 collaborations

Fiona Kearns 2 collaborations

Mia Rosenfeld 2 collaborations

Nicholas Wauer 2 collaborations

Surl-Hee Ahn 2 collaborations

John Russo 2 collaborations

Sofia Oliveira 2 collaborations

Clare Morris 2 collaborations

Anthony Bogetti 2 collaborations

Terra Sztain 2 collaborations

Chakra Chennubhotla 2 collaborations

Hyungro Lee 2 collaborations

Matteo Turilli 2 collaborations

Syma Khalid 2 collaborations

Teresa Tamayo-Mendoza 2 collaborations

Anders Christensen 2 collaborations

Michael O'Connor 2 collaborations

Frederick Manby 2 collaborations

David Hardy 2 collaborations

Abraham Stern 2 collaborations

Mitchell Dorrell 2 collaborations

Tom Maiden 2 collaborations

Christopher Woods 2 collaborations

Alan Gray 2 collaborations

Matt Williams 2 collaborations

Bryan Barker 2 collaborations

Harinda Rajapaksha 2 collaborations

Richard Pitts 2 collaborations

Tom Gibbs 2 collaborations

John Stone 2 collaborations

Thomas Miller 2 collaborations

Shantenu Jha 2 collaborations

Lillian Chong 2 collaborations

Vyom Unadkat 2 collaborations

Chua Han Bing 1 collaboration

Jian Li 1 collaboration

Daolin Du 1 collaboration

Ashwin Ramaswamy 1 collaboration

Jiashu Xu 1 collaboration

Loc Trinh 1 collaboration

Ryan S Lee 1 collaboration

Ivan Rodriguez 1 collaboration

Gina DeMeo 1 collaboration

Aditya Desai 1 collaboration

Maxwell X Otiato 1 collaboration

Sidney I Roberts 1 collaboration

Yan Liu 1 collaboration

Katarina Urbanova 1 collaboration

Jim C Hu 1 collaboration

Eswaramoorthi Sellappa Gounder 1 collaboration

Kathiravan Dinakaran 1 collaboration

T Mani 1 collaboration

Biju Anagha 1 collaboration

Pulickal Santhosh Athira 1 collaboration

Pyary Anisha 1 collaboration

Partheeban Emmanuel Charles 1 collaboration

Arumugam Anandkumar 1 collaboration

Rajendran Rajaram 1 collaboration

Zhiling Zheng 1 collaboration

Ali H Alawadhi 1 collaboration

Saumil Chheda 1 collaboration

S Ephraim Neumann 1 collaboration

Nakul Rampal 1 collaboration

Ha L Nguyen 1 collaboration

Yen-Hsu Lin 1 collaboration

Zichao Rong 1 collaboration

J Ilja Siepmann 1 collaboration

Laura Gagliardi 1 collaboration

Christian Borgs 1 collaboration

Jennifer T Chayes 1 collaboration

Omar M Yaghi 1 collaboration

K Kashinath 1 collaboration

M Mustafa 1 collaboration

A Albert 1 collaboration

J-L Wu 1 collaboration

C Jiang 1 collaboration

S Esmaeilzadeh 1 collaboration

K Azizzadenesheli 1 collaboration

R Wang 1 collaboration

A Chattopadhyay 1 collaboration

A Singh 1 collaboration

A Manepalli 1 collaboration

D Chirila 1 collaboration

R Yu 1 collaboration

R Walters 1 collaboration

B White 1 collaboration

H Xiao 1 collaboration

H A Tchelepi 1 collaboration

P Marcus 1 collaboration

P Hassanzadeh 1 collaboration

None Prabhat 1 collaboration

S Rameshkumar 1 collaboration

Michael B O'Connor 1 collaboration

Feizhi Ding 1 collaboration

Peter J Bygrave 1 collaboration

Daniel A Inouye 1 collaboration

Francisco Luongo 1 collaboration

Ryan Hakim 1 collaboration

Michael O'Connell 1 collaboration

Guanya Shi 1 collaboration

Xichen Shi 1 collaboration

Kamyar Azizzadenesheli 1 collaboration

Yisong Yue 1 collaboration

Soon-Jo Chung 1 collaboration

Tingtao Zhou 1 collaboration

Xuan Wan 1 collaboration

Daniel Zhengyu Huang 1 collaboration

Zhiwei Peng 1 collaboration

John F Brady 1 collaboration

Paul W Sternberg 1 collaboration

Chiara Daraio 1 collaboration

Steven Yong Cen 1 collaboration

Cherine H Yang 1 collaboration

Istabraq S Dalieh 1 collaboration

Mitch G Goldenberg 1 collaboration

Hanchen Wang 1 collaboration

Tianfan Fu 1 collaboration

Yuanqi Du 1 collaboration

Wenhao Gao 1 collaboration

Kexin Huang 1 collaboration

Ziming Liu 1 collaboration

Payal Chandak 1 collaboration

Peter Van Katwyk 1 collaboration

Andreea Deac 1 collaboration

Karianne Bergen 1 collaboration

Carla P Gomes 1 collaboration

Shirley Ho 1 collaboration

Pushmeet Kohli 1 collaboration

Joan Lasenby 1 collaboration

Jure Leskovec 1 collaboration

Tie-Yan Liu 1 collaboration

Arjun Manrai 1 collaboration

Debora Marks 1 collaboration

Bharath Ramsundar 1 collaboration

Le Song 1 collaboration

Jimeng Sun 1 collaboration

Jian Tang 1 collaboration

Petar Veličković 1 collaboration

Max Welling 1 collaboration

Linfeng Zhang 1 collaboration

Connor W Coley 1 collaboration

Yoshua Bengio 1 collaboration

Marinka Zitnik 1 collaboration

Kyle Hippe 1 collaboration

Yuntian Deng 1 collaboration

Bin Zhang 1 collaboration

Cindy Orozco Bohorquez 1 collaboration

Bharat Kale 1 collaboration

Danilo Perez-Rivera 1 collaboration

Carla M Mann 1 collaboration

Michael Irvin 1 collaboration

J Gregory Pauloski 1 collaboration

Logan Ward 1 collaboration

Valerie Hayot-Sasson 1 collaboration

Sam Foreman 1 collaboration

Zhen Xie 1 collaboration

Diangen Lin 1 collaboration

Maulik Shukla 1 collaboration

Weili Nie 1 collaboration

Christian Dallago 1 collaboration

Arash Vahdat 1 collaboration

Chaowei Xiao 1 collaboration

James J Davis 1 collaboration

Michael E Papka 1 collaboration

Thomas Brettin 1 collaboration

Defne Gorgun 1 collaboration

Michael Salim 1 collaboration

David J Hardy 1 collaboration

Tom Burnley 1 collaboration

Hyenseung Yoo 1 collaboration

Junqi Yin 1 collaboration

Aristeidis Tsaris 1 collaboration

Vishal Subbiah 1 collaboration

Tanveer Raza 1 collaboration

Jessica Liu 1 collaboration

Noah Trebesch 1 collaboration

Geoffrey Wells 1 collaboration

Venkatesh Mysore 1 collaboration

S Chakra Chennubhotla 1 collaboration

John E Stone 1 collaboration

Emad Tajkhorshid 1 collaboration

Sarah A Harris 1 collaboration

Daniel Zuckerman 1 collaboration

Adrian Mulholland 1 collaboration

Rommie Amaro 1 collaboration

David J Cote 1 collaboration

Ben Strickland 1 collaboration

Martin Rutkowski 1 collaboration

Richard Bao 1 collaboration

Idris O Sunmola 1 collaboration

De-An Huang 1 collaboration

Sellappa Gounder Eswaramoorthi 1 collaboration

M Ramkumar 1 collaboration

Jonathan You 1 collaboration

Ryan Tsang 1 collaboration

Andrew Shtulman 1 collaboration

Daniel Ga Smith 1 collaboration

Sai K Sirumalla 1 collaboration

Daniel M Zuckerman 1 collaboration

Adrian J Mulholland 1 collaboration

Rommie E Amaro 1 collaboration

Maxwell Otiato 1 collaboration

Quoc-Dien Trinh 1 collaboration