Deep learning for molecular design-a review of the state of the art
Elton, Daniel C, Boukouvalas, Zois, Fuge, Mark D, Chung, Peter W
Published in Molecular systems design & engineering (05.08.2019)
Published in Molecular systems design & engineering (05.08.2019)
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Journal Article
Applying machine learning techniques to predict the properties of energetic materials
Elton, Daniel C., Boukouvalas, Zois, Butrico, Mark S., Fuge, Mark D., Chung, Peter W.
Published in Scientific reports (13.06.2018)
Published in Scientific reports (13.06.2018)
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Journal Article
Surgical Planning and Optimization of Patient-Specific Fontan Grafts With Uncertain Post-Operative Boundary Conditions and Anastomosis Displacement
Liu, Xiaolong, Hibino, Narutoshi, Loke, Yue-Hin, Kim, Byeol, Mass, Paige, Fuge, Mark D., Olivieri, Laura, Krieger, Axel
Published in IEEE transactions on biomedical engineering (01.11.2022)
Published in IEEE transactions on biomedical engineering (01.11.2022)
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Journal Article
Locally Optimizable Joint Embedding Framework to Design Nitrogen‐rich Molecules that are Similar but Improved
Balakrishnan, Sangeeth, VanGessel, Francis G., Boukouvalas, Zois, Barnes, Brian C., Fuge, Mark D., Chung, Peter W.
Published in Molecular informatics (01.07.2021)
Published in Molecular informatics (01.07.2021)
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Journal Article
A 3D-Microprinted Coaxial Nozzle for Fabricating Long, Flexible Microfluidic Tubing
Young, Olivia M., Felix, Bailey M., Fuge, Mark D., Krieger, Axel, Sochol, Ryan D.
Published in 2024 IEEE 37th International Conference on Micro Electro Mechanical Systems (MEMS) (01.01.2024)
Published in 2024 IEEE 37th International Conference on Micro Electro Mechanical Systems (MEMS) (01.01.2024)
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Conference Proceeding
Journal Article
Fabrication of Multilumen Microfluidic Tubing for Ex Situ Direct Laser Writing
Felix, Bailey M., Young, Olivia M., Andreou, Jordi T., Sarker, Sunandita, Fuge, Mark D., Krieger, Axel, Weiss, Clifford R., Bailey, Christopher R., Sochol, Ryan D.
Published in 2024 IEEE 37th International Conference on Micro Electro Mechanical Systems (MEMS) (01.01.2024)
Published in 2024 IEEE 37th International Conference on Micro Electro Mechanical Systems (MEMS) (01.01.2024)
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Conference Proceeding
Journal Article
Independent Vector Analysis for Molecular Data Fusion: Application to Property Prediction and Knowledge Discovery of Energetic Materials
Boukouvalas, Zois, Puerto, Monica, Elton, Daniel C., Chung, Peter W., Fuge, Mark D.
Published in 2020 28th European Signal Processing Conference (EUSIPCO) (24.01.2021)
Published in 2020 28th European Signal Processing Conference (EUSIPCO) (24.01.2021)
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Conference Proceeding
Assessing the trade-off between prediction accuracy and interpretability for topic modeling on energetic materials corpora
Puerto, Monica, Kellett, Mason, Nikopoulou, Rodanthi, Fuge, Mark D, Doherty, Ruth, Chung, Peter W, Boukouvalas, Zois
Year of Publication 01.06.2022
Year of Publication 01.06.2022
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Journal Article
Deep learning for molecular design - a review of the state of the art
Elton, Daniel C, Boukouvalas, Zois, Fuge, Mark D, Chung, Peter W
Published in arXiv.org (22.05.2019)
Published in arXiv.org (22.05.2019)
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Paper
Journal Article
Applying machine learning techniques to predict the properties of energetic materials
Elton, Daniel C, Boukouvalas, Zois, Butrico, Mark S, Fuge, Mark D, Chung, Peter W
Published in arXiv.org (13.06.2018)
Published in arXiv.org (13.06.2018)
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Paper
Journal Article
Using natural language processing techniques to extract information on the properties and functionalities of energetic materials from large text corpora
Elton, Daniel C, Turakhia, Dhruv, Reddy, Nischal, Boukouvalas, Zois, Fuge, Mark D, Doherty, Ruth M, Chung, Peter W
Year of Publication 01.03.2019
Year of Publication 01.03.2019
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Journal Article
Machine Learning of Energetic Material Properties
Barnes, Brian C, Elton, Daniel C, Boukouvalas, Zois, Taylor, DeCarlos E, Mattson, William D, Fuge, Mark D, Chung, Peter W
Year of Publication 16.07.2018
Year of Publication 16.07.2018
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Journal Article
METHODS, SYSTEMS AND RELATED ASPECTS FOR OPTIMIZATION AND PLANNING OF CARDIAC SURGERY
LOKE, Yue-Hin, OLIVIERI, Laura, MASS, Paige, LIU, Xiaolong, KRIEGER, Axel, NAR, Pratham Vijay, FUGE, Mark D, HIBINO, Narutoshi, NGUYEN, Phong Danh, KIM, Byeol, HESS, Rachel, ASLAN, Seda
Year of Publication 25.05.2023
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Year of Publication 25.05.2023
Patent
Using natural language processing techniques to extract information on the properties and functionalities of energetic materials from large text corpora
Elton, Daniel C, Turakhia, Dhruv, Reddy, Nischal, Boukouvalas, Zois, Fuge, Mark D, Doherty, Ruth M, Chung, Peter W
Published in arXiv.org (01.03.2019)
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Published in arXiv.org (01.03.2019)
Paper
Machine Learning of Energetic Material Properties
Barnes, Brian C, Elton, Daniel C, Boukouvalas, Zois, Taylor, DeCarlos E, Mattson, William D, Fuge, Mark D, Chung, Peter W
Published in arXiv.org (17.07.2018)
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Published in arXiv.org (17.07.2018)
Paper