Panos Petsagkourakis

MPC enthusiast, Process System Engineering meets Machine Learning, Control and DoE @Illumina. Git:

[ChERD @ChemEngResDes]

Editor's Choice: Integrating process design and control using reinforcement learning @AntonioE89 @Pnosapp @MaxMowbray3 @StevenSachio1 @maria_papathan @ImperialChemEng @sargent_centre @uclchemeng @ChemEngManUni
#ChERD
https://t.co/h3DQkIdLQR

[Alex Aravanis MD PhD @Alex_Aravanis]

First #NovaSeqX run completed on-site at @BroadGenomics! Greater than 7Tb output in 24 hrs and 94% Q30, way above spec and we are just getting started. Congratulations to @nialljlennon and the Broad team.

[Georgios Makrygiorgos @gmakrygiorgos]

This year started with the publication of an important part of my PhD work!!
Thanks to @Mesbah_Lab , @aaronjberliner, @AdamArkinLab

https://t.co/bbiwrtnoUK.

[Edgar Sanchez @SanchezEdgarM]

The preprint for our Gibbs-Helmholtz Graph Neural Network (GH-GNN) is now available! 📢 📢

A serial hybrid model to predict activity coefficients at infinite dilution at varying temperatures.

📃 Preprint: https://t.co/mNWsOt70hI
💻 Code: https://t.co/WxhNhnMmYB

[OPTIML PSE @OptimlPse]

Talks from Akhil, Miguel, @Savage_Tom, and @DamienvandeBer1 at #AIChE2022🏜️ this week. We hope to see some of you there, a great week ahead.

@ImperialChemEng @AIChECAST10 @ChEnected

[Illumina @illumina]

This morning at the Illumina Genomics Forum, we unveiled our fastest, most cost-efficient sequencing machine yet – the NovaSeq X series. This technology will slash the cost to $200 per human genome and provide a readout at twice the speed. @WIRED feature: https://t.co/AeIizKAzio

[Antonio del Rio Chanona @AntonioE89]

We will be delivering a tutorial on Data-Driven Engineering @NewtonInstitute @Cambridge_Uni

#ReinforcementLearning by @spmeyn
#DataAssimilation
#ModelReduction by @CASLAB_UM
#PhysicsAware #MachineLearning
#StructuralAssessment by @lizzyintheDRG

Info: https://t.co/iOkEVpYKJ5

[Panos Petsagkourakis @Pnosapp]

@MadVictorZ Couldn’t resist

[UCL Chemical Engineering @uclchemeng]

📣 Come work with us! #ChangeTheWorld

Lecturer /Associate Professor in Data-driven chemical process systems engineering at @uclchemeng

⏱️ Closing Date: 21/09/2022

➡️ https://t.co/mkqAzNoWyw

Image by Gerd Altmann from Pixabay

[Sargent Centre @sargent_centre]

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!

[Max Mowbray @MaxMowbray3]

Our paper on soft-sensing of end product quality in batch process systems is now out in Chemometrics and Intelligent Laboratory Systems. Work conducted @UoMSciEng @cafe4dm with @DongdaZhang. If interested, please find the open access link @ https://t.co/8Ly2LsNnUM

[Panos Petsagkourakis @Pnosapp]

@MaxMowbray3 @UoMSciEng @cafe4dm @DongdaZhang Great work as always @MaxMowbray3!

[Sargent Centre @sargent_centre]

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.

[Antonio del Rio Chanona @AntonioE89]

Very happy to be delivering a workshop on "Machine learning for predictive control and real-time optimization" with @Pnosapp and Benoit Chachuat.

If you are around don't miss @Zhengang_Z on "Distributionally Robust MPC for Nonlinear System" 🕹️
#DYCOPS
@IFAC_Biosystems

[Georgios Makrygiorgos @gmakrygiorgos]

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

[Steven Sachio @StevenSachio1]

Our latest paper on using reinforcement learning to ingetrate process design and control is out! with @MaxMowbray3, @maria_papathan, @AntonioE89, and @Pnosapp.

Free access is available to view and download the paper until 15th July 2022 from: https://t.co/ChKyta4xjO

[IFAC_Control @IFAC_Control]

Latest volume of Annual Reviews in Control is out now! Read on for all the latest articles, reviews and special sections: https://t.co/i7Pp2KUVjX

[Jan Kronqvist @JanKronqvist]

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 @KTHuniversity #optimization #ML #AI https://t.co/fm1riuto0v

[Mehmet Mercangöz @DrMercangoz]

We are looking for a postdoctoral research associate in my research group for an EPSRC funded project to work on the dynamic modelling and control of thermal and thermo-chemical electricity storage systems - particularly for the integration of these systems into the power grid..

[Panos Petsagkourakis @Pnosapp]

Amazing review on data science in chemical and process industries!

[Max Mowbray @MaxMowbray3]

Our review paper on the use of Machine Learning in the chemical and process industries is now available in Reaction Chemistry & Engineering.

If interested, the paper is freely available here: https://t.co/ij1qCduCaY