Panos Petsagkourakis
@pnosapp
MPC enthusiast, Process System Engineering meets Machine Learning, Control and DoE @Illumina. Git: github.com/panos108
ID: 955392486016462848
https://panos108.github.io/ppetsag/ 22-01-2018 10:51:33
265 Tweet
424 Takipçi
703 Takip Edilen
Super exciting course and speakers! Sargent Centre Imperial ChemEng UCL Chemical Engineering
Great opportunity to join my research group at KTH as a Postdoc and work on a project in the intersection of mixed-integer optimization and AI/ML KTH Royal Institute of Technology #optimization #ML #AI kth.se/en/om/work-at-…
Our latest paper on using reinforcement learning to ingetrate process design and control is out! with Max Mowbray, @maria_papathan, Antonio del Rio Chanona, and Panos Petsagkourakis. Free access is available to view and download the paper until 15th July 2022 from: authors.elsevier.com/a/1f8SLx-vuQkg5
Our recent work on Bayesian optimal experiment design is out! We explore an approach for obtaining globally optimal solutions in the presence of arbitrary priors and noise distributions! Mesbah Lab
Very happy to be delivering a workshop on "Machine learning for predictive control and real-time optimization" with Panos Petsagkourakis and Benoit Chachuat. If you are around don't miss Zhengang Zhong on "Distributionally Robust MPC for Nonlinear System" 🕹️ #DYCOPS IFAC Biosystems & Bioprocesses - T.C 8.4
The Sargent Centre Control Club continues! This Friday at 4PM we welcome Prof. Ali Mesbah, presenting 'Toward Autonomy for Safe and On-demand Biomanufacturing in Space'. DM for the Teams link to the virtual seminar, or if you're on Imperial campus, please join us at RODH 615.
Our paper on soft-sensing of end product quality in batch process systems is now out in Chemometrics and Intelligent Laboratory Systems. Work conducted UoM Science and Engineering cafe4dm with Dongda Zhang. If interested, please find the open access link @ doi.org/10.1016/j.chem…
The Sargent Centre invites researchers and leading PSE academics for this year's PSE@ResearchDayUK. The event includes a plenary talk by Professor Alexander Mitsos, oral and poster presentations by participants and networking opportunities!
📣 Come work with us! #ChangeTheWorld Lecturer /Associate Professor in Data-driven chemical process systems engineering at UCL Chemical Engineering ⏱️ Closing Date: 21/09/2022 ➡️ buff.ly/3QKdsWD Image by Gerd Altmann from Pixabay
We will be delivering a tutorial on Data-Driven Engineering Isaac Newton Institute Cambridge University #ReinforcementLearning by @spmeyn #DataAssimilation #ModelReduction by CompAeroSciencesLab #PhysicsAware #MachineLearning #StructuralAssessment by @lizzyintheDRG Info: newton.ac.uk/event/ddew01/
Talks from Akhil, Miguel, Tom Savage, and Damien van de Berg at #AIChE2022🏜️ this week. We hope to see some of you there, a great week ahead. Imperial ChemEng @AIChECAST10 American Institute of Chemical Engineers (AIChE)
This year started with the publication of an important part of my PhD work!! Thanks to Mesbah Lab , Aaron Berliner, AdamArkin_Lab onlinelibrary.wiley.com/doi/10.1002/bi….
First #NovaSeqX run completed on-site at Broad Clinical Labs! Greater than 7Tb output in 24 hrs and 94% Q30, way above spec and we are just getting started. Congratulations to Niall J Lennon and the Broad team.
Editor's Choice: Integrating process design and control using reinforcement learning Antonio del Rio Chanona Panos Petsagkourakis Max Mowbray Steven Sachio @maria_papathan Imperial ChemEng Sargent Centre UCL Chemical Engineering @ChemEngManUni #ChERD doi.org/10.1016/j.cher…