#PhD position
Title: PhD – Hybrid (AI-driven and physics based) Models for Dynamical Systems.
> Denoscription: Hybrid modeling of a dynamical system leverages prior domain knowledge in guiding data-driven machine learning towards more informed, explainable predictive models. While model-based simulations aim at modeling stable causal and physical relationships and machine learning excels in mining hidden patterns in measurements, hybrid modeling tries to harness the best of both approaches.
In this PhD project, the objective is to develop an automated framework for hybrid model generation, training and evaluation. An important decision in this framework is the selection of the most appropriate hybridization paradigm (accompanied with its proper training method) for a given task. For this purpose, careful design of well-defined selection criteria is required for targeting an intuitive guideline for model selection. Additionally, superior performance of selected models need to be validated not only on attainable real-world measurements but also as to which extend physical constraints have been satisfied. During your PhD, you will be part of the active research team at the Bosch Center for Artificial Intelligence (BCAI).
Right from day one, you will invent novel approaches for model hybridization.You will conduct prototypical implementations and benchmarking on both synthetic scenarios and real-world data sets.Furthermore, you publish in top-tier conferences (ICML, NIPS, ICLR, AISTATS etc.) and journals (JMLR, PAMI etc.).You screen literature and build up close contact with the academic community.Be part of the team and participate in academic interactions within the BCAI research team and have the chance of integrating your developments in real industrial applications..
> Bosch Center for AI, Germany.
🌐 https://jobs.smartrecruiters.com/BoschGroup/743999722884815-phd-hybrid-ai-driven-and-physics-based-models-for-dynamical-systems
🆔 @PositionClub
Title: PhD – Hybrid (AI-driven and physics based) Models for Dynamical Systems.
> Denoscription: Hybrid modeling of a dynamical system leverages prior domain knowledge in guiding data-driven machine learning towards more informed, explainable predictive models. While model-based simulations aim at modeling stable causal and physical relationships and machine learning excels in mining hidden patterns in measurements, hybrid modeling tries to harness the best of both approaches.
In this PhD project, the objective is to develop an automated framework for hybrid model generation, training and evaluation. An important decision in this framework is the selection of the most appropriate hybridization paradigm (accompanied with its proper training method) for a given task. For this purpose, careful design of well-defined selection criteria is required for targeting an intuitive guideline for model selection. Additionally, superior performance of selected models need to be validated not only on attainable real-world measurements but also as to which extend physical constraints have been satisfied. During your PhD, you will be part of the active research team at the Bosch Center for Artificial Intelligence (BCAI).
Right from day one, you will invent novel approaches for model hybridization.You will conduct prototypical implementations and benchmarking on both synthetic scenarios and real-world data sets.Furthermore, you publish in top-tier conferences (ICML, NIPS, ICLR, AISTATS etc.) and journals (JMLR, PAMI etc.).You screen literature and build up close contact with the academic community.Be part of the team and participate in academic interactions within the BCAI research team and have the chance of integrating your developments in real industrial applications..
> Bosch Center for AI, Germany.
🌐 https://jobs.smartrecruiters.com/BoschGroup/743999722884815-phd-hybrid-ai-driven-and-physics-based-models-for-dynamical-systems
🆔 @PositionClub
#PhD position
Title: Multiple PhD positions in Computer Architecture with Machine Learning, Data Mining, and Bioinformatics.
> Denoscription: I am looking for multiple highly motivated PhD students interested in working at the intersection of computer architecture with machine learning, data mining, databases, and bioinformatics, to join my group at UC Riverside.
If you are interested, please fill out this form:
https://lnkd.in/g6S_KDq.
> UC Riverside, US.
🌐 https://www.linkedin.com/posts/elaheh-sadredini-phd-823002b2_google-forms-create-and-analyze-surveys-activity-6729125036382408704-_1r7
🆔 @PositionClub
Title: Multiple PhD positions in Computer Architecture with Machine Learning, Data Mining, and Bioinformatics.
> Denoscription: I am looking for multiple highly motivated PhD students interested in working at the intersection of computer architecture with machine learning, data mining, databases, and bioinformatics, to join my group at UC Riverside.
If you are interested, please fill out this form:
https://lnkd.in/g6S_KDq.
> UC Riverside, US.
🌐 https://www.linkedin.com/posts/elaheh-sadredini-phd-823002b2_google-forms-create-and-analyze-surveys-activity-6729125036382408704-_1r7
🆔 @PositionClub
Linkedin
Elaheh Sadredini, PhD on LinkedIn: #phd #computerarchitecture #deeplearning #accelerators #bigdataprocessing | 19 comments
I am looking for multiple highly motivated PhD students interested in working at the intersection of computer architecture with machine learning, data mining… | 19 comments on LinkedIn
#PhD & #PostDoc Positions
> Swiss Federal Laboratories for Materials Science and Technology (Empa)
> Switzerland
🌐 https://apply.refline.ch/673276/search.html?lang=en
🙏 Thanks to "Amin"
🆔 @PositionClub
> Swiss Federal Laboratories for Materials Science and Technology (Empa)
> Switzerland
🌐 https://apply.refline.ch/673276/search.html?lang=en
🙏 Thanks to "Amin"
🆔 @PositionClub
#MSc / #PhD Position
Topic: Medical Physics & Machine Learning
> University of British Columbia, Canada
🆔 @PositionClub
Topic: Medical Physics & Machine Learning
> University of British Columbia, Canada
🆔 @PositionClub
#PhD & #PostDoc Positions
Topic: Decision support for grid operators
> EnergyVille & Dept. Electrical Eng. at KU Leuven, Belgium
💯 Deadline: 31 July 2020
🌐 https://www.energyville.be/jobs/phd-decision-support-grid-operators
🌐 https://www.energyville.be/jobs/postdoctoral-researcher-decision-support-grid-operators
🙏 Thanks to "Amin"
🆔 @PositionClub
Topic: Decision support for grid operators
> EnergyVille & Dept. Electrical Eng. at KU Leuven, Belgium
💯 Deadline: 31 July 2020
🌐 https://www.energyville.be/jobs/phd-decision-support-grid-operators
🌐 https://www.energyville.be/jobs/postdoctoral-researcher-decision-support-grid-operators
🙏 Thanks to "Amin"
🆔 @PositionClub
7 #PhD and 4 #PostDoc Positions
Topics: Cross-disciplinary research in AI
> Science of Intelligence Berlin - Cluster of Excellence, Germany
💯 Deadline: 20 November 2020
🌐 https://www.scienceofintelligence.de/call-for-applications/open-positions
🆔 @PositionClub
Topics: Cross-disciplinary research in AI
> Science of Intelligence Berlin - Cluster of Excellence, Germany
💯 Deadline: 20 November 2020
🌐 https://www.scienceofintelligence.de/call-for-applications/open-positions
🆔 @PositionClub
NYU.pdf
57.1 KB
#PhD Positions
Potential Projects:
- Risk-aware electricity markets
- Energy justice in climate change adaptation
- Cybersecurity of electric power distribution
- Peer-to-peer electricity markets
- Resiliency of urban electricity vulnerable consumers during electricity supply
interruptions
> Smart Energy Research (SEARCH) Group
> Power Lab.
> Dept. ECE, New York University, USA
💯 NO GRE
🙏 Thanks to "Amin"
🆔 @PositionClub
Potential Projects:
- Risk-aware electricity markets
- Energy justice in climate change adaptation
- Cybersecurity of electric power distribution
- Peer-to-peer electricity markets
- Resiliency of urban electricity vulnerable consumers during electricity supply
interruptions
> Smart Energy Research (SEARCH) Group
> Power Lab.
> Dept. ECE, New York University, USA
💯 NO GRE
🙏 Thanks to "Amin"
🆔 @PositionClub
#MSc & #PhD Positions
> AI Powered IoT Lab
> Dept. Artificial Intelligence Convergence
> Pukyong National University (PKNU), Korea
💯 Deadline: 16 Nov 2020
🙏 Thanks to "Amin"
🆔 @PositionClub
> AI Powered IoT Lab
> Dept. Artificial Intelligence Convergence
> Pukyong National University (PKNU), Korea
💯 Deadline: 16 Nov 2020
🙏 Thanks to "Amin"
🆔 @PositionClub
#PhD #Postdoc position
Title: PhD or Postdoc position on Probabilistic Modeling in the Wild.
> Denoscription: Real world environments are often noisy, ambiguous, evolving, and subject to contamination. In turn, deploying intelligent systems in these environments often requires a probabilistic approach. Quantifying uncertainty can help the system handle the ‘messiness’ of the real world. The Amsterdam Machine Learning Lab is looking for a PhD student or a postdoctoral researcher to study principled methods for deploying probabilistic models in the wild. Examples of avenues of research include (but are not limited to): how to incorporate prior knowledge and constraints, how to learn under dynamic computational limitations, how to ensure the system is robust to data shift, and how to efficiently incorporate human oversight. Such issues are of crucial importance when building probabilistic systems in practice. The solutions will require deep engagement with both statistical methodology (e.g. Bayesian modeling) and engineering practice (e.g. probabilistic programming)..
> Dept: Informatics Institute
> University of Amsterdam (UvA), Netherlands.
💯Deadline: 04 Jan 2021
🌐 https://www.uva.nl/en/content/vacancies/2020/10/20-621-phd-or-postdoc-position-on-probabilistic-modeling-in-the-wild.html
🆔 @PositionClub
Title: PhD or Postdoc position on Probabilistic Modeling in the Wild.
> Denoscription: Real world environments are often noisy, ambiguous, evolving, and subject to contamination. In turn, deploying intelligent systems in these environments often requires a probabilistic approach. Quantifying uncertainty can help the system handle the ‘messiness’ of the real world. The Amsterdam Machine Learning Lab is looking for a PhD student or a postdoctoral researcher to study principled methods for deploying probabilistic models in the wild. Examples of avenues of research include (but are not limited to): how to incorporate prior knowledge and constraints, how to learn under dynamic computational limitations, how to ensure the system is robust to data shift, and how to efficiently incorporate human oversight. Such issues are of crucial importance when building probabilistic systems in practice. The solutions will require deep engagement with both statistical methodology (e.g. Bayesian modeling) and engineering practice (e.g. probabilistic programming)..
> Dept: Informatics Institute
> University of Amsterdam (UvA), Netherlands.
💯Deadline: 04 Jan 2021
🌐 https://www.uva.nl/en/content/vacancies/2020/10/20-621-phd-or-postdoc-position-on-probabilistic-modeling-in-the-wild.html
🆔 @PositionClub
1_5575644776079818757.pdf
687.4 KB
Funded research internship at EPFL
EPFL Excellence in Engineering Program offers an intensive research training opportunity to international students interested in research careers in any field of engineering, science and technology. Selected students will be joining a research group at EPFL for a period of 8 to 12 weeks during the summer months, and get to attend a series of group meetings and workshops given by researchers from EPFL and abroad. Housing and living expenses will be covered, and travel costs may also be covered as well. This program is open to bachelor's students in their 2nd year or later, and master's students. More details can be found on the program website.
https://eee.epfl.ch/
Thanks to "Alireza"
🆔 @positionclub
EPFL Excellence in Engineering Program offers an intensive research training opportunity to international students interested in research careers in any field of engineering, science and technology. Selected students will be joining a research group at EPFL for a period of 8 to 12 weeks during the summer months, and get to attend a series of group meetings and workshops given by researchers from EPFL and abroad. Housing and living expenses will be covered, and travel costs may also be covered as well. This program is open to bachelor's students in their 2nd year or later, and master's students. More details can be found on the program website.
https://eee.epfl.ch/
Thanks to "Alireza"
🆔 @positionclub
#PhD #Postdoc position
Title: 7 PhDs and 4 Postdocs in Machine Learning, AI, Robotics, Neuroscience, etc.
> Denoscription: Cross-disciplinary research in artificial intelligence, machine learning, control, robotics, computer vision, behavioral biology, cognitive science, psychology, educational science, neuroscience, and philosophy.
Starting dates: Summer / Fall 2021
Duration: 3 years
Salary level: TV-L 13, 100%
What are the principles of intelligence, shared by all forms of intelligence, no matter whether artificial or biological, whether robot, computer program, human, or animal?
And how can we apply these principles to create intelligent technology?
Answering these questions - in an ethically responsible way - is the central scientific objective of the Cluster of Excellence Science of Intelligence https://lnkd.in/dwRTpDa
The cluster welcomes applications from all disciplines that contribute to intelligence research.
To apply, please visit https://lnkd.in/dy2tAzh where details of the individual research projects are also available.
#research #science #intelligenceresearch.
> Dept: Science of Intelligence Chair
> Technische Universität Berlin, Germany.
💯Deadline: 20 Nov 2020
🌐
🆔 @PositionClub
Title: 7 PhDs and 4 Postdocs in Machine Learning, AI, Robotics, Neuroscience, etc.
> Denoscription: Cross-disciplinary research in artificial intelligence, machine learning, control, robotics, computer vision, behavioral biology, cognitive science, psychology, educational science, neuroscience, and philosophy.
Starting dates: Summer / Fall 2021
Duration: 3 years
Salary level: TV-L 13, 100%
What are the principles of intelligence, shared by all forms of intelligence, no matter whether artificial or biological, whether robot, computer program, human, or animal?
And how can we apply these principles to create intelligent technology?
Answering these questions - in an ethically responsible way - is the central scientific objective of the Cluster of Excellence Science of Intelligence https://lnkd.in/dwRTpDa
The cluster welcomes applications from all disciplines that contribute to intelligence research.
To apply, please visit https://lnkd.in/dy2tAzh where details of the individual research projects are also available.
#research #science #intelligenceresearch.
> Dept: Science of Intelligence Chair
> Technische Universität Berlin, Germany.
💯Deadline: 20 Nov 2020
🌐
🆔 @PositionClub
#PhD position
Title: PhD in Causal Inference for Machine Learning.
> Denoscription: I will be looking for motivated Ph.D. students to work on fundamental problems in causal inference and machine learning @PurdueECE starting Fall'21 . Please share with those who may be interested.
> Dept: ECE
> Purdue, US.
🌐 https://twitter.com/murat_kocaoglu_/status/1326545717905694721?s=09
🆔 @PositionClub
Title: PhD in Causal Inference for Machine Learning.
> Denoscription: I will be looking for motivated Ph.D. students to work on fundamental problems in causal inference and machine learning @PurdueECE starting Fall'21 . Please share with those who may be interested.
> Dept: ECE
> Purdue, US.
🌐 https://twitter.com/murat_kocaoglu_/status/1326545717905694721?s=09
🆔 @PositionClub
Twitter
Murat Kocaoglu
I will be looking for motivated Ph.D. students to work on fundamental problems in causal inference and machine learning @PurdueECE starting Fall'21. Please share with those who may be interested.
#PhD position
Title: PhD in Computer Architecture, IoT Systems, and Security.
> Denoscription: I’m looking for multiple PhD students who are interested in doing research at the intersection of computer architecture, embedded/IoT systems, and security. If you are interested, please visit my website (nsehat.bol.ucla.edu) to learn more about these positions, and contact me via email..
> Dept: ECE
> UCLA, US.
🌐 http://nsehat.bol.ucla.edu/
🆔 @PositionClub
Title: PhD in Computer Architecture, IoT Systems, and Security.
> Denoscription: I’m looking for multiple PhD students who are interested in doing research at the intersection of computer architecture, embedded/IoT systems, and security. If you are interested, please visit my website (nsehat.bol.ucla.edu) to learn more about these positions, and contact me via email..
> Dept: ECE
> UCLA, US.
🌐 http://nsehat.bol.ucla.edu/
🆔 @PositionClub
nsehat.bol.ucla.edu
Nader Sehatbakhsh - Personal Webpage
My personal webpage
Forwarded from Apply Club Channel (Hirad A)
📣 ARC Discovery Projects 2021 funded grants list are announced.
🇦🇺 ARC Discovery is a prominent government funding for researchers in Australia.
✅ You can go through the list and see who has money and what has been funded for next year. They could hire PhD student or fellowship later.
❇️ You can also find out what are hot topics right now.
✳️ Make sure to do your own research too on the research teams and chief investigators that you get interested in and establish a connection with them. Follow the people of interest and see track when they announce hiring for those projects.
💠 You can also go through other grant schemes (from top of the page) and see other funded grants such as Early Career Researcher Award & Future Fellowships.
🔗 Website: https://rms.arc.gov.au/RMS/Report/Download/Report/a3f6be6e-33f7-4fb5-98a6-7526aaa184cf/218
❓Please feel free to ask any question in the comments.
⚠️ for research related to health and medical research follow (NHMRC) grant schemes.
🆔 @ApplyClub
🇦🇺 ARC Discovery is a prominent government funding for researchers in Australia.
✅ You can go through the list and see who has money and what has been funded for next year. They could hire PhD student or fellowship later.
❇️ You can also find out what are hot topics right now.
✳️ Make sure to do your own research too on the research teams and chief investigators that you get interested in and establish a connection with them. Follow the people of interest and see track when they announce hiring for those projects.
💠 You can also go through other grant schemes (from top of the page) and see other funded grants such as Early Career Researcher Award & Future Fellowships.
🔗 Website: https://rms.arc.gov.au/RMS/Report/Download/Report/a3f6be6e-33f7-4fb5-98a6-7526aaa184cf/218
❓Please feel free to ask any question in the comments.
⚠️ for research related to health and medical research follow (NHMRC) grant schemes.
🆔 @ApplyClub
rms.arc.gov.au
Research Management System - Scheme Round Statistics for Approved Applications - Discovery Projects 2021 round 1
RMS is the ARC's Research Management System, a web-based system used by eligible researchers to prepare and submit research proposals and assessments under the ARC National Competitive Grants Program (NCGP).
#PhD #Postdoc position
Title: Ph.D. & Postdoc in Machine Learning for Graphs and Medicine.
> Denoscription: Two opportunities to join my lab @AGKBorgwardt at @ETH Zürich @ Basel and work on #MachineLearning on #Graphs and/or #Medicine:
1. Doctoral position within the @ELLISforEurope network https://ellis.eu/news/ellis-phd-program-call-for-applications
2. Postdoctoral position https://bsse.ethz.ch/mlcb/about/job-opportunities.html
Apply by December 1!.
> ETH Zürich, Switzerland.
💯Deadline: 01 Dec 2020
🌐 https://twitter.com/kmborgwardt/status/1328315303948857344?s=09
🆔 @PositionClu
Title: Ph.D. & Postdoc in Machine Learning for Graphs and Medicine.
> Denoscription: Two opportunities to join my lab @AGKBorgwardt at @ETH Zürich @ Basel and work on #MachineLearning on #Graphs and/or #Medicine:
1. Doctoral position within the @ELLISforEurope network https://ellis.eu/news/ellis-phd-program-call-for-applications
2. Postdoctoral position https://bsse.ethz.ch/mlcb/about/job-opportunities.html
Apply by December 1!.
> ETH Zürich, Switzerland.
💯Deadline: 01 Dec 2020
🌐 https://twitter.com/kmborgwardt/status/1328315303948857344?s=09
🆔 @PositionClu
#PhD Position
Project: Developing novel machine learning/deep learning algorithms for the classification of communication signals
> Wireless Networking Lab
> Villanova University, USA
💯 Deadline: Immediate; just for people who are now in the US.
🌐 http://www.ece.villanova.edu/~mvaezi/
🆔 @PositionClub
Project: Developing novel machine learning/deep learning algorithms for the classification of communication signals
> Wireless Networking Lab
> Villanova University, USA
💯 Deadline: Immediate; just for people who are now in the US.
🌐 http://www.ece.villanova.edu/~mvaezi/
🆔 @PositionClub
2 #PhD Positions
Topic: Autonomous Robotics
> Cluster of Excellence PhenoRob - Robotics and Phenotyping for Sustainable Crop Production
> Rheinische Friedrich-Wilhelms-Universität Bonn, Germany
💯 Deadline: 6 Dec 2020
🆔 @PositionClub
Topic: Autonomous Robotics
> Cluster of Excellence PhenoRob - Robotics and Phenotyping for Sustainable Crop Production
> Rheinische Friedrich-Wilhelms-Universität Bonn, Germany
💯 Deadline: 6 Dec 2020
🆔 @PositionClub