Ideas in public
Writing & research
Essays on engineering, machine learning, cloud infrastructure, and scientific computing.
A system design journey
Scaling a simple Go URL shortener into a distributed, highly available system on AWS.
A primer on functional PyTorch
A practical introduction to the PyTorch functional API.
Introduction to Physics-informed Neural Networks
Using neural networks to solve differential equations.
Deploy a containerized application on AWS with Terraform
A step-by-step guide to service-oriented deployment and infrastructure as code.
Research record
Publications & patents
Qadence: a differentiable interface for digital-analog programs
D. Seitz et al., including M. Dagrada · arXiv:2401.09915
Framework for investigating events
D. dos Santos, M. Dagrada, E. Costante, A. Manzi · US Patent 11,818,146
Cloud on-demand emulation of quantum dynamics with tensor networks
K. Bidzhiev et al., including M. Dagrada · arXiv:2302.05253
Harmonic (Quantum) Neural Networks
A. Ghosh et al., including M. Dagrada · arXiv:2212.07462
Leveraging Operational Technology and the Internet of Things to Attack Smart Buildings
D. dos Santos, M. Dagrada, E. Costante · arXiv:1912.02480
TurboRVB: a many-body toolkit for ab initio electronic simulations by quantum Monte Carlo
K. Nakano et al., including M. Dagrada · arXiv:2002.07401
Efficient communication overlap by runtimes collaboration
M. Sergent, M. Dagrada, G. Papaure · US Patent App. 16/215,633
Efficient communication/computation overlap with MPI+OpenMP runtimes collaboration
M. Sergent et al., including M. Dagrada · Euro-Par 2018
Improved quantum Monte Carlo simulations: from open to extended systems
M. Dagrada · PhD thesis
Exact special twist method for quantum Monte Carlo simulations
M. Dagrada et al. · Physical Review B 94, 245108
Competing collinear magnetic structures in superconducting FeSe by first principles quantum Monte Carlo calculations
B. Busemeyer et al., including M. Dagrada · Physical Review B 94, 035108
Density Matrix Embedding scheme for optimal atomic basis set construction
S. Sorella, N. Devaux, M. Dagrada et al. · Journal of Chemical Physics 143, 244112
Quantum Monte Carlo study of the protonated water dimer
M. Dagrada et al. · Journal of Chemical Theory and Computation 10, 1980–1993
Entanglement-assisted calibration of a photon number resolving detector
F. Piacentini et al., including M. Dagrada · QELS conference