veteran cognitive scientist, professional philosopher/logician (Ph.D. 1980 Stanford), critical thinker, defender of democracy, ecolo, mezzo soprano and foodie
What is the largest source of electricity in each country?
Coal generates one-third of the worldโs electricity, more than any other source.
But zoom into the country level, and the picture is much more varied. The map shows which source generated the most power in each country in 2024 or 2025 (the latest year available).
Thanks to large reserves, coal dominates across Asia. Itโs the largest source in China, India, Indonesia, and Malaysia. These are huge power producers, which is why coal is so dominant at a global level.
Across most other regions, itโs mostly a mix of gas and hydropower. On islands and parts of North Africa, itโs oil.
Europe has the most diverse mix, with nuclear power dominating generation in countries such as France and Finland, and solar and wind overtaking fossil fuels as the largest sources in countries such as Spain and Germany.
Solar and wind are growing quickly in many countries; when these sources are combined as โvariable renewablesโ, they become the largest source in six more countries: the Netherlands, Portugal, Greece, the United Kingdom, Belgium, and Pakistan.
(This Data Insight was written by @_HannahRitchie.)
๐ Fully Funded PhD in ๐๐ป๐๐ฒ๐ฟ๐ฝ๐ฟ๐ฒ๐๐ฎ๐ฏ๐น๐ฒ ๐๐ ๐ณ๐ผ๐ฟ ๐๐ผ๐๐ฝ๐น๐ฒ๐ฑ ๐ ๐๐น๐๐ถ๐ฝ๐ต๐๐๐ถ๐ฐ๐ ๐ผ๐ณ ๐๐ฒ๐ผ๐บ๐ฎ๐๐ฒ๐ฟ๐ถ๐ฎ๐น๐ (Switzerland ๐จ๐ญ)
๐ EPFLโ Ranked #22 globally in the QS World University Rankings, is one of Europe's premier engineering and technology universities.
๐ถ Fully funded 4๏ธโฃ year PhD with a competitive doctoral salary and excellent benefits
โ Passionate about #ArtificialIntelligence #ComputationalMechanics #Geomaterials ๐คโฐ๏ธโ๏ธ
โ Highly recommend this interdisciplinary #fullyfunded #PhDPositionwithin the Data-Driven Mechanics Laboratory @EPFL_en ๐จ๐ญ
๐ This #phdproject focuses on developing interpretable AI and physics-informed machine learning methods to discover governing equations and constitutive laws for complex multiphysics processes in geomaterials, with applications in geophysics, energy, and sustainability.
Youโll work on:
๐ท Developing next-generation data-driven frameworks for scientific discovery in geomaterials
๐ท Combining computational mechanics with interpretable and thermodynamics-informed machine learning
๐ท Discovering governing equations and constitutive relations from rich experimental and micromechanical datasets
๐ท Building multiscale models spanning discrete, mesoscale, and continuum mechanics
๐ท Applying neurosymbolic AI approaches to uncover physically meaningful relationships across scales
๐ท Collaborating internationally with leading experimental research groups in geomechanics and materials science.
๐ Contribute to advancing sustainable energy systems, geophysics, and earth sciences by creating interpretable AI tools that reveal the fundamental physical mechanisms governing complex geomaterial behaviour.
โ Work with Prof. @kon_karapiperis , and the Data-Driven Mechanics Laboratory @EPFL_en
โฐ ๐๐ฒ๐ฎ๐ฑ๐น๐ถ๐ป๐ฒ: ๐ญ๐ฑ๐๐ต ๐๐๐น๐, ๐ฎ๐ฌ๐ฎ๐ฒ
๐ Full details & apply here:
๐https://t.co/0ewPjVksjE
๐ฉ Want more like this?
โ Follow @PhDScanner and join WhatsApp for updates:
https://t.co/d89Rl8tH7S
๐ Visit: https://t.co/yET6DsYARx
#fullyfundedPhD #PhDposition #EPFL #Switzerland #ArtificialIntelligence #ScientificMachineLearning #ComputationalMechanics #Geomaterials #InterpretableAI #PhysicsInformedAI #Geophysics #ComputationalScience #ResearchOpportunity
@phdhardtalk
โป๏ธ Share with someone applying this cycle
This #WorldFoodSafetyDay, find out how researchers are using DNA testing, blockchain and AI to trace if food is authentic from farm to fork.
Could โfood passportsโ soon help consumers verify whatโs really on their plate? โก๏ธ https://t.co/9srJr6CypM
#Science4EU#ResearchImpactEU
๐ก From mountains to cities around the world, cable cars are reaching new horizons thanks to the expertise of Swiss companies. ๐จ๐ญ
๐ Discover the cities where cable cars are used for urban transport, the Swiss companies behind these projects, and the mobility challenges these solutions are helping to address!
โน๏ธ (in French): https://t.co/utRXL39eOL
Fast forward three years:
LIDL announces speeding up their transition (that's why I like to call it a REVOLUTION)
by 2027 ALL LIDL deliveries will be 100% electric in The Netherlands, they claim to be
The World's First Retailer to go this fast ๐๐
โก๏ธโก๏ธโก๏ธ
#alwaysbecharging
Yields of ecologically-friendly, regenerative farming drop by only a third as much as those of conventional farming in drought. Study of 1200 French farms shows it saved enough wheat to make 130 million baguettes.
https://t.co/6gthVtcJQj
At the link, the best of The Marginalian this week in one place โ the necessary qualifications of a great storyteller, the only three distinctions between people, and some existentialist embroidery: https://t.co/BjKjOxfEUW
Researchers show that a type of #AI known as a large language model often outperformed physicians at diagnosing complex and potentially life-threatening conditions, including decreased blood flow to the heart, even in the fast-moving stages of real ER care when information is limited.
In early ER cases, the model identified the correct or a very close diagnosis in about 67% of cases, compared with roughly 50% to 55% for physicians. And the technology is only getting better.
Learn more: https://t.co/ke7CsHcdUq
A restaurant above 3,000 metres? ๐จ๐ญ
On Mount Titlis, a former antenna tower is being transformed into a visitor space with panoramic views over the Alps.
A project where tourism, architecture and high-altitude infrastructure meet.
More: https://t.co/mJOkaxOdsA
๐ Position: PhD in Biomechanics & Hip Joint Research - ๐ PhD Opportunity at Ghent University ๐ง๐ช
๐ซ University: Ghent University
๐ Location: Ghent, Belgium ๐ง๐ช
๐ข Department: Human Structure and Repair
๐จโ๐ซ Supervisor: Prof. Emmanuel Audenaert
๐ Deadline: 8 July 2026
โณ Duration: 4 years
๐ฌ About the Project
This PhD focuses on understanding the role of the hip capsule in lower-limb movement, particularly in the context of hip surgery. The research is part of an FWO-funded project aimed at improving clinical outcomes and advancing personalized treatments for musculoskeletal disorders.
You will work at the intersection of biomechanics, clinical research, and movement scienceโusing tools like motion analysis, EMG, and musculoskeletal modelling. The project combines fundamental research with real-world clinical applications, involving direct interaction with patients and healthcare professionals.
๐ค Ideal Candidate
You should have:
โข Masterโs degree in Human Movement Sciences, Biomedical Sciences, Physiotherapy, or Medicine
โข Strong interest in musculoskeletal system and biomechanics
โข Ability to work with patients and clinical data
โข Good command of Dutch (required) + English
โข Analytical mindset and research motivation
๐ Why Apply?
โข Work on clinically impactful research in musculoskeletal health
โข Join an interdisciplinary team of clinicians, engineers, and scientists
โข Access to advanced research facilities and training
โข Opportunities for international publications and conferences
โข Attractive benefits including ~36 days leave, allowances, and career development support
๐ Location Highlight โ Ghent
A vibrant student city known for its rich history, innovation, and high quality of life. Ghent offers a perfect mix of culture, research excellence, and a welcoming international environment.
๐ More Info:
https://t.co/xWbe05b9M9
#PhD #Biomechanics #ClinicalResearch #Physiotherapy #BiomedicalScience #GhentUniversity #Belgium #ResearchOpportunity #HealthcareInnovation #STEMCareers
๐ช Healthy forests = healthy communities
Forests are the economic backbone of rural communities - providing food, medicine, fuel and income while delivering cooling effects, clean water and stable soils.
A green gesture to mark World Environment Day. Dr Sylviane Pied, Attachรฉe for Scientific & Academic Cooperation at the The French Institute in India, planted a tree at the Institute Of Liver And Biliary Sciences, Delhi, on the sidelines of a partnership meeting. Because good partnerships also grow from the ground up. ๐ฑ
#Science #Health #Environment
@FranceinIndia | @IFCPAR | @ILBS_India
๐ #GreatBigGreenWeek is here, and weโre proud to be part of it!
๐๏ธ 6โ14 June
๐ฟ 2 million people are coming together across the UK, in community cafes, on nature walks, at town-wide festivals and moreโto celebrate climate and nature action.
๐ ๐ https://t.co/oEWdJ12ogo
๐จ BREAKING:
Waterloo scientists Dr. Brian Ingalls, Dr. Sara Sadr, and Dr. Marc Aucoin have engineered โtumor-eatingโ bacteria that can invade and destroy cancer from within.
๐งฌ A potential breakthrough in cancer treatment research.
๐ฑ Meet a @UN World Restoration Flagship!
After one of Koreaโs worst wildfires, forests are being restored with a focus on native species, wildlife like the long-tailed goral, and resilient, community-led recovery.
๐ https://t.co/7QnbGpFKqi
#GenerationRestoration@UNEP
Can you believe the 45th Annual Rockport Chamber Music Festival is just one week away? Enjoy this throwback of Joshua Bell, Steven Isserlis, and Jeremy Denk from last year's Festival in full on YouTube at https://t.co/NhBekuDJxe. All three luminaries will return on July 5.