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AI and energy security drive investment focus at Baku Energy Week 2026
Baku Energy Week 2026 showcased how AI, digitalisation and regional gas diplomacy are reshaping the global energy sector, as companies and officials increasingly focus on competitiveness, energy security and cleaner technologies. Artificial intelligence, upstream investment and gas security have led the conversation at Baku Energy Week 2026, as global energy companies used the annual gathering in Azerbaijan to showcase how the sector is adapting to geopolitical uncertainty. Across two...
Saudi energy minister calls for ‘stable energy sector’ during Russia visit
Saudi energy minister calls for ‘stable energy sector’ during Russia visit Prince Abdulaziz bin Salman and other top OPEC officials visit the St Petersburg International Economic Forum. Saudi Arabia’s Minister of Energy Prince Abdulaziz bin Salman Al Saud has met his Russian counterpart in St Petersburg and called for stability in global energy markets as OPEC+ grapples with disruptions caused by the wars in Iran and Ukraine, which have sent oil prices skyrocketing. OPEC+ has been mired with...
There is no energy transition — only addition, experts say at Baku Energy Week
Grid infrastructure emerged as the forum's defining bottleneck on the last day of Baku Energy Week, as the IGU's chief of staff said that global consumption of oil, gas, coal and renewables is rising simultaneously, directly challenging the conventional narrative. The world is consuming more oil, gas, coal and renewables than ever before, the International Gas Union's chief of staff told the final day of Baku Energy Week, challenging the conventional understanding of energy transition....
Learning-Assisted Day-Ahead Energy Scheduling for Frequency-Secure Inverter-Dominated Grids with Grid-Forming Battery Energy Storage Systems
Announce Type: new Abstract: As grid-forming (GFM) battery energy storage systems (BESS) are increasingly deployed to enhance power system inertial response and frequency stability, incorporating their frequency support capabilities into day-ahead energy scheduling (DAES) is essential for achieving both frequency security and operational efficiency. However, accurately determining frequency metrics in grids with coexisting GFM inverters and synchronous generators requires electromagnetic...
Graph Energy Matching: Transport-Aligned Energy-Based Modeling for Graph Generation
arXiv:2603.23398v2 Announce Type: replace Abstract: Generative modeling of discrete data, such as graphs, underpins many scientific and industrial applications, including molecular discovery and materials design. In these domains, probabilistic inference is particularly valuable, as it enables composable generation and principled incorporation of desired constraints, such as structural or functional properties. Energy-based models naturally support this goal by capturing relative likelihoods...
High-order conforming finite elements for the Cahn-Hilliard equation: Relative-energy stability and energy defects
arXiv:2606.06719v1 Announce Type: new Abstract: We study a semidiscrete single-field Galerkin approximation of the Cahn-Hilliard equation using high-order conforming finite element spaces. More specifically, globally $C^1$ finite elements with $H^2$-conforming trial spaces, including Argyris, Bell, and Bogner-Fox-Schmit elements, allow a direct discretization of the fourth-order formulation and preserve mass exactly. The main structural result is an exact energy balance for the physical...
Graph Energy Matching: Transport-Aligned Energy-Based Modeling for Graph Generation
Announce Type: replace Abstract: Generative modeling of discrete data, such as graphs, underpins many scientific and industrial applications, including molecular discovery and materials design. In these domains, probabilistic inference is particularly valuable, as it enables composable generation and principled incorporation of desired constraints, such as structural or functional properties. Energy-based models naturally support this goal by capturing relative likelihoods and enabling...
Many wind and solar power plants in China are strangled amid global energy crisis: report
China is wasting a huge amount of green energy as the world grapples with an energy shortage because of the Strait of Hormuz crisis. The “wasted” wind and solar energy stems from inflexible grid management that continues to position coal as a stabilising source of power and stymies a clean energy expansion that could otherwise generate electricity equivalent to the needs of France, according to analysis by the Centre for Research on Energy and Clean Air (CREA) think tank. China’s energy...
Martin Lewis shares how to get ahead of £221 July energy bill rise
Martin Lewis shares how to get ahead of £221 July energy bill rise The recent Bafta award-winner shared his tips for keeping energy costs down - Bookmark - CommentsGo to comments Money expert Martin Lewis has shared his tips for softening the blow of next month’s massive energy bill rise prompted by the ongoing conflict in the Middle East. Ofgem’s energy price cap will increase by £221 a year to £1,862 from July, the energy regulator has confirmed. The 13 per cent increase marks the highest...
Controlling energy delivery with bistable nanostructures
arXiv:2506.14266v3 Announce Type: replace-cross Abstract: Countless biological processes are fueled by energy-rich molecules like ATP and GTP that supply energy with extreme efficiency. However, designing similar energy-delivery schemes from the bottom up, essential for the development of powered nanostructures and other \emph{de novo} machinery, presents a significant challenge: how can an energy-rich structure be stable in solution yet still deliver this energy at precisely the right time?...