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

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

Quasi anomalous knowledge: searching for new physics with embedded knowledge

by Park, Sang E., Rankin, Dylan, Udrescu, Silviu-Marian, Yunus, Mikaeel, Harris, Philip
Published 2021

Quasi anomalous knowledge: searching for new physics with embedded knowledge

by Park, Sang E., Rankin, Dylan, Udrescu, Silviu-Marian, Yunus, Mikaeel, Harris, Philip
Published 2022

Exclusive search for Higgs boson to gamma-gamma decay via vector boson fusion production mechanism

by Rankin, Dylan Sheldon
Published 2013

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 2020

The LHC Olympics 2020: A Community Challenge for Anomaly Detection in High Energy Physics

by Kasieczka, Gregor, Nachman, Benjamin, Shih, David, Amram, Oz, Andreassen, Anders, Benkendorfer, Kees, Bortolato, Blaz, Brooijmans, Gustaaf, Canelli, Florencia, Collins, Jack H, Dai, Biwei, Freitas, Felipe F De, Dillon, Barry M, Dinu, Ioan-Mihail, Dong, Zhongtian, Donini, Julien, Duarte, Javier, Faroughy, DA, Gonski, Julia, Harris, Philip, Kahn, Alan, Kamenik, Jernej F, Khosa, Charanjit K, Komiske, Patrick, Pottier, Luc Le, Martín-Ramiro, Pablo, Matevc, Andrej, Metodiev, Eric, Mikuni, Vinicius, Ochoa, Inês, Park, Sang Eon, Pierini, Maurizio, Rankin, Dylan, Sanz, Veronica, Sarda, Nilai, Seljak, Urous, Smolkovic, Aleks, Stein, George, Suarez, Cristina Mantilla, Szewc, Manuel, Thaler, Jesse, Tsan, Steven, Udrescu, Silviu-Marian, Vaslin, Louis, Vlimant, Jean-Roch, Williams, Daniel, Yunus, Mikaeel
Published 2021

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

The LHC Olympics 2020 a community challenge for anomaly detection in high energy physics.

by Kasieczka, Gregor, Nachman, Benjamin, Shih, David, Amram, Oz, Andreassen, Anders, Benkendorfer, Kees, Bortolato, Blaz, Brooijmans, Gustaaf, Canelli, Florencia, Collins, Jack H, Dai, Biwei, De Freitas, Felipe F, Dillon, Barry M, Dinu, Ioan-Mihail, Dong, Zhongtian, Donini, Julien, Duarte, Javier, Faroughy, DA, Gonski, Julia, Harris, Philip, Kahn, Alan, Kamenik, Jernej F, Khosa, Charanjit K, Komiske, Patrick, Le Pottier, Luc, Martín-Ramiro, Pablo, Matevc, Andrej, Metodiev, Eric, Mikuni, Vinicius, Murphy, Christopher W, Ochoa, Inês, Park, Sang Eon, Pierini, Maurizio, Rankin, Dylan, Sanz, Veronica, Sarda, Nilai, Seljak, Urŏ, Smolkovic, Aleks, Stein, George, Suarez, Cristina Mantilla, Szewc, Manuel, Thaler, Jesse, Tsan, Steven, Udrescu, Silviu-Marian, Vaslin, Louis, Vlimant, Jean-Roch, Williams, Daniel, Yunus, Mikaeel
Published 2021

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

A Deep Neural Network for Simultaneous Estimation of b Jet Energy and Resolution

by Abercrombie, Daniel Robert, Allen, Benjamin E., Baty, Austin Alan, Bi, Ran, Brandt, Stephanie Akemi, Busza, Wit, Cali, Ivan Amos, D'Alfonso, Mariarosaria, Gomez-Ceballos, Guillelmo, Goncharov, Maxim, Harris, Philip Coleman, Hsu, David, Hu, Miao, Klute, Markus, Kovalskyi, Dmytro, Lee, Youjin, Luckey Jr, P David, Maier, Benedikt, Marini, Andrea Carlo, McGinn, Christopher Francis, Mironov, Camelia Maria, Narayanan, Sruthi Annapoorny, Niu, Xinmei, Paus, Christoph M. E., Rankin, Dylan Sheldon, Roland, Christof E, Roland, Gunther M, Shi, Zhenhua, Stephans, George S. F., Sumorok, Konstanty C, Tatar, Kaya, Velicanu, Dragos Alexandru, Wang, J., Wang, Tianwen, Wyslouch, Boleslaw
Published 2021

Constraints on the Initial State of Pb-Pb Collisions via Measurements of Z -Boson Yields and Azimuthal Anisotropy at √sNN=5.02 TeV

by Abercrombie, Daniel Robert, Allen, B, Bi, Ran, Brandt, Stephanie Akemi, Busza, Wit, Cali, Ivan Amos, Chen, Y, D'Alfonso, Mariarosaria, Gomez-Ceballos, Guillelmo, Goncharov, Maxim, Harris, Philip Coleman, Hsu, D, Hu, Miao, Klute, Markus, Kovalskyi, Dmytro, Krupa, Jeffrey, Lee, Y.-J., Luckey Jr, P David, Maier, Benedikt, Marini, A. C., McGinn, Christopher Francis, Mironov, Camelia Maria, Narayanan, S, Niu, Xinmei, Paus, Christoph M. E., Rankin, Dylan S., Roland, Christof, Roland, Gunther, Shi, Z, Stephans, George S. F., Sumorok, Konstanty C, Tatar, Kaya, Velicanu, Dragos Alexandru, Wang, J, Wang, TW, Wang, Z, Wyslouch, Boleslaw
Published 2022

Search for long-lived particles using nonprompt jets and missing transverse momentum with proton-proton collisions at √ s = 13 TeV

by Abercrombie, Daniel Robert, Allen, B., Baty, Austin Alan, Bi, R., Brandt, S., Busza, Wit, Cali, Ivan Amos, D'Alfonso, Mariarosaria, Gomez-Ceballos, Guillelmo, Goncharov, Maxim, Harris, Philip Coleman, Hsu, David, Hu, M., Klute, Markus, Kovalskyi, Dmytro, Lee, Y.-J., Luckey, P. David, Marini, Andrea Carlo, McGinn, Christopher Francis, Mironov, Camelia Maria, Narayanan, Shankar, Niu, X., Paus, Christoph M. E., Rankin, Dylan S., Roland, Christof E, Roland, Gunther M, Shi, Z., Stephans, George S. F., Sumorok, Konstanty C, Tatar, Kaya, Velicanu, Dragos Alexandru, Wang, Jhypyng, Wang, T.W., Wyslouch, Boleslaw
Published 2020

Measurement of the inclusive and differential t t ¯...

by Abercrombie, Daniel Robert, Andreassi, G., Bi, Ran, Busza, Wit, Cali, Ivan Amos, Chen, Yi, D'Alfonso, Mariarosaria, Eysermans, Jan, Freer, Chad, Gomez-Ceballos, Guillelmo, Goncharov, Maxim, Harris, Philip Coleman, Hu, Min, Klute, Markus, Kovalskyi, Dmytro, Krupa, Jeffrey, Lee, Yen-Jie, Mironov, Camelia Maria, Paus, Christoph M. E., Rankin, Dylan S., Roland, Christof, Roland, Gunther, Shi, Zhaozhong, Stephans, George S. F., Wang, J, Wang, Zhangqier, Wyslouch, Boleslaw
Published 2022

FPGA-Accelerated Machine Learning Inference as a Service for Particle Physics Computing

by Duarte, Javier, Harris, Philip, Hauck, Scott, Holzman, Burt, Hsu, Shih-Chieh, Jindariani, Sergo, Khan, Suffian, Kreis, Benjamin, Lee, Brian, Liu, Mia, Lončar, Vladimir, Ngadiuba, Jennifer, Pedro, Kevin, Perez, Brandon, Pierini, Maurizio, Rankin, Dylan
Published 2021

Search for the pair production of light top squarks in the e[superscript ±]μ[superscript ∓] final state in proton-proton collisions at s√=13 TeV

by Abercrombie, Daniel Robert, Allen, Brandon Leigh, Azzolini, Virginia, Baty, Austin Alan, Bi, Ran, Brandt, Stephanie Akemi, Busza, Wit, Cali, Ivan Amos, D'Alfonso, Mariarosaria, Demiragli, Zeynep, Gomez-Ceballos, Guillelmo, Goncharov, Maxim, Harris, Philip Coleman, Hsu, Dylan George, Hu, Miao, Iiyama, Yutaro, Innocenti, Gian Michele, Klute, Markus, Kovalskyi, Dmytro, Lee, Youjin, Luckey Jr, P David, Maier, Benedikt, Marini, Andrea Carlo, McGinn, Christopher Francis, Mironov, Camelia Maria, Narayanan, S., Niu, Xinmei, Paus, Christoph M. E., Rankin, Dylan S., Roland, Christof E, Roland, Gunther M, Shi, Z., Stephans, George S. F., Sumorok, Konstanty C, Tatar, Kaya, Velicanu, Dragos Alexandru, Wang, Jing, Wang, Taiwei, Wyslouch, Boleslaw, CMS Collaboration
Published 2019

Multiparticle correlation studies in pPb collisions at √SNN=8.16 TeV

by CMS Collaboration, Abercrombie, Daniel Robert, Allen, B., Azzolini, Virginia, Bi, R., Brandt, S., Busza, Wit, Cali, Ivan Amos, D'Alfonso, Mariarosaria, Gomez-Ceballos, Guillelmo, Goncharov, Maxim, Harris, P., Hsu, D., Hu, M., Iiyama, Yutaro, Klute, Markus, Kovalskyi, Dmytro, Lee, Y. -J., Luckey Jr, P David, Maier, Benedikt, Marini, Andrea Carlo, McGinn, Christopher Francis, Mironov, Camelia Maria, Narayanan, S., Niu, X., Paus, Christoph M. E., Rankin, Dylan S., Roland, Christof E, Roland, Gunther M, Shi, Z., Stephans, George S. F., Sumorok, Konstanty C, Tatar, Kaya, Velicanu, Dragos Alexandru, Wang, J., Wang, T. W., Wyslouch, Boleslaw
Published 2020

Search for supersymmetry in pp collisions at sqrt[s]=13  TeV with 137  fb^{-1} in final states with a single lepton using the sum of masses of large-radius jets

by Allen, B., Baty, Austin Alan, Bi, Ran, Brandt, Stephanie Akemi, Busza, Wit, Cali, Ivan Amos, D'Alfonso, Mariarosaria, Gomez-Ceballos, Guillelmo, Goncharov, Maxim, Harris, Philip Coleman, Hsu, D., Hu, M., Klute, Markus, Kovalskyi, Dmytro, Lee, Yen-Jie, Luckey Jr, P David, Maier, Benedikt, Marini, Andrea Carlo, McGinn, Christopher Francis, Mironov, Camelia Maria, Narayanan, S., Niu, Xinmei, Paus, Christoph M. E., Rankin, Dylan S., Roland, Christof E, Roland, Gunther M, Shi, Zhaozhong, Stephans, George S. F., Sumorok, Konstanty C, Tatar, Kaya, Velicanu, Dragos Alexandru, Wang, Jing, Wang, T. W., Wyslouch, Boleslaw
Published 2020

Combinations of single-top-quark production cross-section measurements and |fLVVtb| determinations at s √s = 7 and 8 TeV with the ATLAS and CMS experiments

by ATLAS Collaboration, CMS Collaboration, Abercrombie, Daniel Robert, Allen, B., Azzolini, Virginia, Baty, Austin Alan, Bi, R., Brandt, S., Busza, Wit, Cali, Ivan Amos, D'Alfonso, Mariarosaria, Gomez-Ceballos, G., Goncharov, Maxim, Harris, Philip Coleman, Hsu, D., Hu, M., Klute, Markus, Kovalskyi, Dmytro, Lee, Y. J., Luckey Jr, P David, Maier, Benedikt, Marini, Andrea Carlo, McGinn, Christopher Francis, Mironov, Camelia Maria, Narayanan, S., Niu, Xinmei, Paus, Christoph M. E., Rankin, Dylan S., Roland, Christof E, Roland, Gunther M, Shi, Z., Stephans, George S. F., Sumorok, Konstanty C, Tatar, Kaya, Velicanu, Dragos Alexandru, Wang, J., Wang, T. W., Wyslouch, Boleslaw
Published 2020