Vladimir Lončar

Fast inference of Boosted Decision Trees in FPGAs for particle physics

S. Summers, Giuseppe Di Guglielmo, J. Duarte et al. · Journal of Instrumentation · 2020 · 72 citations · Full text

Autoencoders on field-programmable gate arrays for real-time, unsupervised new physics detection at 40 MHz at the Large Hadron Collider

Ekaterina Govorkova, Ema Puljak, T. K. Aarrestad et al. · Nature Machine Intelligence · 2022 · 70 citations · Full text

Engineering, Hardware Acceleration, Physics +9

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

J. Ngadiuba, Vladimir Lončar, M. Pierini et al. · DSpace@MIT (Massachusetts Institute of Technology) · 2022 · 62 citations · Full text

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

J. Duarte, Philip Harris, Scott Hauck et al. · Computing and Software for Big Science · 2019 · 59 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +9

CUDA programs for solving the time-dependent dipolar Gross–Pitaevskii equation in an anisotropic trap

Vladimir Lončar, Antun Balaž, Aleksandar Bogojević et al. · Computer Physics Communications · 2015 · 58 citations · Full text

Numerical Analysis, Anisotropic Trap, Cuda Programs +1