Daniel MacKinlay

12 papers A* 2Misc 1Journal 7Unranked 1
YearRankTypeTitle / Venue / Authors
2025 A* conf
Gaussian Ensemble Belief Propagation for Efficient Inference in High-Dimensional, Black-box Systems.
ICLR
Daniel MacKinlay, Russell Tsuchida, Daniel Edward Pagendam, Petra Kuhnert
2025 J jnl
PC-SRGAN: Physically Consistent Super-Resolution Generative Adversarial Network for General Transient Simulations.
IEEE Trans. Pattern Anal. Mach. Intell.
Md. Rakibul Hasan, Pouria Behnoudfar, Daniel MacKinlay, Thomas Poulet
2024 J jnl
Gaussian Ensemble Belief Propagation for Efficient Inference in High-Dimensional Systems.
CoRR
Daniel MacKinlay, Russell Tsuchida, Daniel Edward Pagendam, Petra Kuhnert
2022 J jnl
Bayesian Physics Informed Neural Networks for Data Assimilation and Spatio-Temporal Modelling of Wildfires.
CoRR
Joel Janek Dabrowski, Daniel Edward Pagendam, James Hilton, Conrad Sanderson, Daniel MacKinlay, Carolyn Huston, Andrew Bolt, Petra Kuhnert
2022 J jnl
PDEBENCH: An Extensive Benchmark for Scientific Machine Learning.
CoRR
Makoto Takamoto, Timothy Praditia, Raphael Leiteritz, Daniel MacKinlay, Francesco Alesiani, Dirk Pflüger, Mathias Niepert
2022 A* conf
PDEBench: An Extensive Benchmark for Scientific Machine Learning.
NeurIPS
Makoto Takamoto, Timothy Praditia, Raphael Leiteritz, Daniel MacKinlay, Francesco Alesiani, Dirk Pflüger, Mathias Niepert
2021 — —
Essays in simulation and stochastic processes.
Daniel MacKinlay
2020 J jnl
A Universal Splitting Estimator for the Performance Evaluation of Wireless Communications Systems.
IEEE Trans. Wirel. Commun.
Nadhir Ben Rached, Daniel MacKinlay, Zdravko I. Botev, Raúl Tempone, Mohamed-Slim Alouini
2019 J jnl
A Universal Splitting Estimator for the Performance Evaluation of Wireless Communications Systems.
CoRR
Nadhir Ben Rached, Daniel MacKinlay, Zdravko I. Botev, Raúl Tempone, Mohamed-Slim Alouini
2019 J jnl
Fast and accurate computation of the distribution of sums of dependent log-normals.
Ann. Oper. Res.
Zdravko I. Botev, Robert Salomone, Daniel MacKinlay
2019 — conf
Mosaic Style Transfer Using Sparse Autocorrelograms.
ISMIR
Daniel MacKinlay, Zdravko I. Botev
2017 Misc conf
Logarithmically efficient estimation of the tail of the multivariate normal distribution.
WSC
Zdravko I. Botev, Daniel MacKinlay, Yi-Lung Chen