Daniel MacKinlay

12 papers A* 2Misc 1Journal 7Unranked 1

Year	Rank	Type	Title / 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