ANIMATE: Automated Framework for Scalable Design of Tsetlin Machines Using 1-Safe Petri Nets.

Alex Chan Alex Chan Mohamed Tarraf Rishad A. Shafik Alex Yakovlev ANIMATE: Automated Framework for Scalable Design of Tsetlin Machines Using 1-Safe Petri Nets. PETRI NETS 2026 130-153 conf/apn/2026 https://doi.org/10.1007/978-3-032-27879-1_7 db/conf/apn/apnX2026.html#ChanTSY26 streams/conf/apn

Mohamed Tarraf Alex Chan Alex Yakovlev Rishad A. Shafik Eventizing Traditionally Opaque Binary Neural Networks as 1-safe Petri net Models. 2026 February abs/2602.13128 CoRR https://doi.org/10.48550/arXiv.2602.13128 db/journals/corr/corr2602.html#abs-2602-13128 streams/journals/corr

Hugh Squires-Parkin Alex Chan Rishad A. Shafik Adrian Wheeldon Alex Yakovlev Asynchronous Design of a Bitwise Elimination Argmax via High-Level Modeling in GraphRack. 89-98 2025 ASYNC https://doi.org/10.1109/ASYNC65240.2025.00021 conf/async/2025 db/conf/async/async2025.html#SquiresParkinCSWY25 streams/conf/async Ekin Can Erkus Alex Chan Walter Distaso David B. Thomas Alex Yakovlev Rishad A. Shafik LatentGraph: From Latent States to Rule-based Expressions for Explainable Financial Forecasting. 745-752 2025 ICAIF https://doi.org/10.1145/3768292.3770428 conf/icaif/2025 db/conf/icaif/icaif2025.html#ErkusCDTYS25

Harshita Sharma Maxwell Reynolds Valentina Salvatelli Anne-Marie G. Sykes Kelly K. Horst Anton Schwaighofer Maximilian Ilse Olesya Melnichenko Sam Bond-Taylor Fernando Pérez-García Vamshi K. Mugu Alex Chan Ceylan Colak Shelby A. Swartz Motassem B. Nashawaty Austin J. Gonzalez Heather A. Ouellette Selnur B. Erdal Beth A. Schueler Maria Teodora Wetscherek Noel Codella Mohit Jain Shruthi Bannur Kenza Bouzid Daniel C. Castro Stephanie L. Hyland Panos Korfiatis Ashish Khandelwal Javier Alvarez-Valle Closing the Performance Gap Between AI and Radiologists in Chest X-Ray Reporting. 2025 November abs/2511.21735 CoRR https://doi.org/10.48550/arXiv.2511.21735 db/journals/corr/corr2511.html#abs-2511-21735 streams/journals/corr

Peilong Wang Timothy L. Kline Andy D. Missert Cole J. Cook Matthew R. Callstrom Alex Chan Robert P. Hartman Zachary S. Kelm Panagiotis Korfiatis A Classification-Based Adaptive Segmentation Pipeline: Feasibility Study Using Polycystic Liver Disease and Metastases from Colorectal Cancer CT Images. 2186-2194 2024 37 J. Imaging Inform. Medicine 5 https://doi.org/10.1007/s10278-024-01072-3 db/journals/jdi/jdi37.html#WangKMCCCHKK24 streams/journals/jdi

Alex Chan Adrian Wheeldon Rishad A. Shafik Alex Yakovlev Design of Event-Driven Tsetlin Machines Using Safe Petri Nets. 357-378 2024 Petri Nets https://doi.org/10.1007/978-3-031-61433-0_17 conf/apn/2024 db/conf/apn/pn2024.html#ChanWSY24 Alex Chan Danil Sokolov Victor Khomenko Alex Yakovlev Bridging the Design Methodologies of Burst-Mode Specifications and Signal Transition Graphs. 734-739 2024 ASPDAC https://doi.org/10.1109/ASP-DAC58780.2024.10473788 https://www.wikidata.org/entity/Q130855412 conf/aspdac/2024 db/conf/aspdac/aspdac2024.html#ChanSKY24

Peilong Wang Timothy L. Kline Andy D. Missert Cole J. Cook Matthew R. Callstrom Alex Chan Robert P. Hartman Zachary S. Kelm Panagiotis Korfiatis A Classification-Based Adaptive Segmentation Pipeline: Feasibility Study Using Polycystic Liver Disease and Metastases from Colorectal Cancer CT Images. 2024 abs/2405.01644 CoRR https://doi.org/10.48550/arXiv.2405.01644 db/journals/corr/corr2405.html#abs-2405-01644

Alex Chan Danil Sokolov Victor Khomenko David Lloyd Alex Yakovlev Burst Automaton: Framework for Speed-Independent Synthesis Using Burst-Mode Specifications. 1560-1573 2023 May 42 IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 5 https://doi.org/10.1109/TCAD.2022.3206732 db/journals/tcad/tcad42.html#ChanSKLY23

Ryan-Rhys Griffiths Leo Klarner Henry B. Moss Aditya Ravuri Sang Truong Yuanqi Du Samuel Stanton Gary Tom Bojana Rankovic Arian Rokkum Jamasb Aryan Deshwal Julius Schwartz Austin Tripp Gregory Kell Simon Frieder Anthony Bourached Alex Chan Jacob Moss Chengzhi Guo Johannes Peter Dürholt Saudamini Chaurasia Ji Won Park Felix Strieth-Kalthoff Alpha A. Lee Bingqing Cheng Alán Aspuru-Guzik Philippe Schwaller Jian Tang 0005 GAUCHE: A Library for Gaussian Processes in Chemistry. 2023 NeurIPS http://papers.nips.cc/paper_files/paper/2023/hash/f2b1b2e974fa5ea622dd87f22815f423-Abstract-Conference.html conf/nips/2023 db/conf/nips/neurips2023.html#GriffithsKMRTDS23 Alex Chan Danil Sokolov Victor Khomenko Alex Yakovlev Formal Modelling of Burst-Mode Specifications in a Distributed Environment. 1-8 2022 FDL https://doi.org/10.1109/FDL56239.2022.9925657 conf/fdl/2022 db/conf/fdl/fdl2022.html#ChanSKY22

Ryan-Rhys Griffiths Leo Klarner Henry B. Moss Aditya Ravuri Sang Truong Bojana Rankovic Yuanqi Du Arian R. Jamasb Julius Schwartz Austin Tripp Gregory Kell Anthony Bourached Alex Chan Jacob Moss Chengzhi Guo Alpha A. Lee Philippe Schwaller Jian Tang 0005 GAUCHE: A Library for Gaussian Processes in Chemistry. 2022 abs/2212.04450 CoRR https://doi.org/10.48550/arXiv.2212.04450 db/journals/corr/corr2212.html#abs-2212-04450

Alex Chan Danil Sokolov Victor Khomenko David Lloyd Alex Yakovlev Synthesis of SI Circuits from Burst-Mode Specifications. 366-369 2021 DATE https://doi.org/10.23919/DATE51398.2021.9474117 conf/date/2021 db/conf/date/date2021.html#ChanSKLY21 Isabel Chien Alvin Shi Alex Chan Charlotta Lindvall Identification of serious illness conversations in unstructured clinical notes using deep neural networks. 125-139 2018 AIH@IJCAI https://ceur-ws.org/Vol-2142/paper8.pdf conf/ijcai/2018aih db/conf/ijcai/aih2018.html#ChienSCL18 Isabel Chien Alvin Shi Alex Chan Charlotta Lindvall Identification of Serious Illness Conversations in Unstructured Clinical Notes Using Deep Neural Networks. 199-212 2018 AIH@IJCAI (Revised Selected Papers) https://doi.org/10.1007/978-3-030-12738-1_15 https://www.wikidata.org/entity/Q62865680 conf/ijcai/2018aih-s db/conf/ijcai/aih2018s.html#ChienSCL18a Javier Alvarez-Valle Alán Aspuru-Guzik Shruthi Bannur Sam Bond-Taylor Anthony Bourached Kenza Bouzid Matthew R. Callstrom Daniel C. Castro Saudamini Chaurasia Bingqing Cheng Isabel Chien Noel Codella Ceylan Colak Cole J. Cook Aryan Deshwal Walter Distaso Yuanqi Du Johannes Peter Dürholt Selnur B. Erdal Ekin Can Erkus Simon Frieder Austin J. Gonzalez Ryan-Rhys Griffiths Chengzhi Guo Robert P. Hartman Kelly K. Horst Stephanie L. Hyland Maximilian Ilse Mohit Jain Arian Rokkum JamasbArian R. Jamasb Gregory Kell Zachary S. Kelm Ashish Khandelwal Victor Khomenko Leo Klarner Timothy KlineTimothy L. Kline Panagiotis Korfiatis Panos Korfiatis Alpha A. Lee Charlotta Lindvall David Lloyd Olesya Melnichenko Andy D. Missert Henry B. Moss Jacob Moss Vamshi K. Mugu Motassem B. Nashawaty Heather A. Ouellette Ji Won Park Fernando Pérez-García Bojana Rankovic Aditya Ravuri Maxwell Reynolds Valentina Salvatelli Beth A. Schueler Anton Schwaighofer Philippe Schwaller Julius Schwartz Rishad A. Shafik Harshita Sharma Alvin Shi Danil Sokolov Hugh Squires-Parkin Samuel Stanton Felix Strieth-Kalthoff Shelby A. Swartz Anne-Marie G. Sykes Jian Tang 0005 Mohamed Tarraf David B. Thomas Gary Tom Austin Tripp Sang Truong Peilong Wang Maria WetscherekMaria Teodora Wetscherek Adrian Wheeldon Alexandre YakovlevAlex Yakovlev