Pileup per particle identification

by Bertolini, Daniele, Harris, Philip Coleman, Low, Matthew, Tran, Nhan
Published 2014

Prospects for a measurement of the W boson mass in the all-jets final state at hadron colliders

by Freytsis, Marat, Hinzmann, Andreas, Moult, Ian, Tran, Nhan, Vernieri, Caterina, Harris, Philip Coleman
Published 2019

GPU-Accelerated Machine Learning Inference as a Service for Computing in Neutrino Experiments

by Wang, Michael, Yang, Tingjun, Flechas, Maria Acosta, Harris, Philip, Hawks, Benjamin, Holzman, Burt, Knoepfel, Kyle, Krupa, Jeffrey, Pedro, Kevin, Tran, Nhan
Published 2022

Compressing deep neural networks on FPGAs to binary and ternary precision with HLS4ML

by Ngadiuba, Jennifer, Loncar, Vladimir, Pierini, Maurizio, Summers, Sioni, Di Guglielmo, Giuseppe, Duarte, Javier, Harris, Philip, Rankin, Dylan, Jindariani, Sergo, Liu, Mia, Pedro, Kevin, Tran, Nhan, Kreinar, Edward, Sagear, Sheila, Wu, Zhenbin, Hoang, Duc
Published 2022

GPU coprocessors as a service for deep learning inference in high energy physics

by Krupa, Jeffrey, Lin, Kelvin, Acosta Flechas, Maria, Dinsmore, Jack, Duarte, Javier, Harris, Philip, Hauck, Scott, Holzman, Burt, Hsu, Shih-Chieh, Klijnsma, Thomas, Liu, Mia, Pedro, Kevin, Rankin, Dylan, Suaysom, Natchanon, Trahms, Matt, Tran, Nhan
Published 2022

FPGAs-as-a-Service Toolkit (FaaST)

by Rankin, Dylan, Krupa, Jeffrey, Harris, Philip, Flechas, Maria Acosta, Holzman, Burt, Klijnsma, Thomas, Pedro, Kevin, Tran, Nhan, Hauck, Scott, Hsu, Shih-Chieh, Trahms, Matthew, Lin, Kelvin, Lou, Yu, Ho, Ta-Wei, Duarte, Javier, Liu, Mia
Published 2022

A reconfigurable neural network ASIC for detector front-end data compression at the HL-LHC

by Guglielmo, Giuseppe Di, Fahim, Farah, Herwig, Christian, Valentin, Manuel Blanco, Duarte, Javier, Gingu, Cristian, Harris, Philip, Hirschauer, James, Kwok, Martin, Loncar, Vladimir, Luo, Yingyi, Miranda, Llovizna, Ngadiuba, Jennifer, Noonan, Daniel, Ogrenci-Memik, Seda, Pierini, Maurizio, Summers, Sioni, Tran, Nhan
Published 2022

Fast convolutional neural networks on FPGAs with hls4ml

by Aarrestad, Thea, Loncar, Vladimir, Ghielmetti, Nicolò, Pierini, Maurizio, Summers, Sioni, Ngadiuba, Jennifer, Petersson, Christoffer, Linander, Hampus, Iiyama, Yutaro, Di Guglielmo, Giuseppe, Duarte, Javier, Harris, Philip, Rankin, Dylan, Jindariani, Sergo, Pedro, Kevin, Tran, Nhan, Liu, Mia, Kreinar, Edward, Wu, Zhenbin, Hoang, Duc
Published 2022

Distance-Weighted Graph Neural Networks on FPGAs for Real-Time Particle Reconstruction in High Energy Physics

by Iiyama, Yutaro, Cerminara, Gianluca, Gupta, Abhijay, Kieseler, Jan, Loncar, Vladimir, Pierini, Maurizio, Qasim, Shah Rukh, Rieger, Marcel, Summers, Sioni, Van Onsem, Gerrit, Wozniak, Kinga Anna, Ngadiuba, Jennifer, Di Guglielmo, Giuseppe, Duarte, Javier, Harris, Philip, Rankin, Dylan, Jindariani, Sergo, Liu, Mia, Pedro, Kevin, Tran, Nhan, Kreinar, Edward, Wu, Zhenbin
Published 2022

Integrated mapping of pharmacokinetics and pharmacodynamics in a patient-derived xenograft model of glioblastoma

by Randall, Elizabeth C., Laramy, Janice K., Kim, Minjee, Roos, Alison, Calligaris, David, Regan, Michael S., Gupta, Shiv K., Mladek, Ann C., Carlson, Brett L., Johnson, Aaron J., Lu, Fa-Ke, Xie, X. Sunney, Peng, Sen, Abdelmoula, Walid M., Jackson, Pamela R., Kolluri, Aarti, Kellersberger, Katherine A., Agar, Jeffrey N., Swanson, Kristin R., Tran, Nhan L., Elmquist, William F., Sarkaria, Jann N., Agar, Nathalie Y. R., Emdal, Kristina Bennet, Joughin, Brian Alan, Reddy, Raven J., Lauffenburger, Douglas A, White, Forest M.
Published 2019