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Updates every hour. Last Updated: 14-May-2026 02:15 ET (14-May-2026 06:15 GMT/UTC)
Global study reveals biochar’s powerful potential to combat soil acidification
Biochar Editorial Office, Shenyang Agricultural University- Journal
- Biochar
Turning food waste into climate solutions: New study shows biochar can cut emissions at low cost
Biochar Editorial Office, Shenyang Agricultural University- Journal
- Biochar
AI "check-engine light" for electric vehicles: new deep learning model predicts battery health with 99% accuracy
Higher Education PressAs the electric vehicle (EV) market surges, the biggest anxiety for owners and manufacturers remains the battery. How long will it last? Is it safe? Accurately predicting a battery's State of Health (SOH) is notoriously difficult under real-world driving conditions. Now, a research collaboration including Jilin University and major automaker China FAW Group has developed a novel deep learning model that cracks this code, achieving prediction errors of less than 1% even in dynamic environments.
- Journal
- ENGINEERING Energy
Hybrid modeling strategy based on deep learning surrogate models enables accurate multi-objective optimization of iso-octanol oxidation
Higher Education PressResearchers have developed a hybrid surrogate model for iso-octanol oxidation to iso-octanal that integrates data-driven approaches with chemical equations grounded in mass transfer, heat transfer, momentum transfer, and reaction engineering. By establishing a precise mechanistic model based on an Aspen Plus generated database, the team overcame the challenge of scarce oxidation experimental data caused by long operating cycles and hydrogen safety concerns. Compared to direct process simulation and multi-objective optimization methods, surrogate models exhibit computational speeds exceeding 400 times those of traditional methods. The optimization results reveal significant reductions in both primary energy demand and greenhouse gas emissions.
- Journal
- ENGINEERING Chemical Engineering
Biochar shows promise for healthier soils and stronger forests, but careful use is key
Biochar Editorial Office, Shenyang Agricultural University- Journal
- Biochar
Biochar offers powerful solution to restore acidic soils and boost agricultural sustainability
Biochar Editorial Office, Shenyang Agricultural University- Journal
- Biochar
Biochar unlocks cleaner hydrogen production by overcoming a key fermentation barrier
Biochar Editorial Office, Shenyang Agricultural University- Journal
- Biochar