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TSE Patent Assessments: a summary?
This data-file aggregates all of our patent assessments into a single reference file, so different companies’ scores can be compared and contrasted. Our average score is 3.5 out of 5.0. Skew is to the downside. Intelligibility is the biggest challenge. Scores correlate with TRL and revenues.
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CO2 intensity of materials: an overview?
This data-file tabulates the energy intensity and CO2 intensity of materials, in tons/ton of CO2, kWh/ton of electricity and kWh/ton of total energy use per ton of material. The build-ups are based on 160 economic models that we have constructed to date, and simply intended as a helpful summary reference. Our key conclusions on CO2…
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Energy technology and energy transition companies?
This database contains a record of every company that has ever been mentioned across Thunder Said Energy’s energy technology research, as a useful reference for TSE’s clients. As of January-2026, the database summarizes 3,600 mentions of 1,880 energy transition companies, broader energy producing and consuming companies; their size, focus and a summary of our key…
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Nature based solutions to climate change?
Nature based solutions are likely to deliver c20-25% of the decarbonization in a realistic roadmap to net zero. Reforestation is low-cost (c$50/ton), technically ready, convenient and helps nature. Key challenges are improving the quality of nature-based CO2 removals and accelerating momentum. We see upside for companies that can clear these hurdles. Our top ten conclusions…
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Global energy: supply-demand model?
This global energy supply-demand model combines our supply outlooks for coal, oil, gas, LNG, wind and solar, nuclear and hydro, into a build-up of useful global energy balances in 2023-30. 2026 will be a year of recalibration, as global energy markets shift from c1% over-supply in 2025 to -0.5% under-supply in 2027?
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Market concentration by industry in the energy transition?
What is the market concentration by industry in energy, mining, materials, semiconductors, capital goods and other sectors that matter in the energy transition? The top five firms tend to control 45% of their respective markets, yielding a ‘Herfindahl Hirschman Index’ (HHI) of 700.
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Nature-based CO2 removals: a summary?
This data-file aggregates the details of different nature-based CO2 removals projects that we have been supporting at Thunder Said Energy. The average nature-based reforestation initiative that we supported in 2022 scored 70/100 on our framework. Statistical details and distributions are explored.
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Midstream opportunities in the energy transition?
The midstream industry moves molecules, especially energy-molecules, and especially in pipelines. Despite the mega-trend of electrification, there are still strong midstream opportunities in the energy transition, backstopping volatility and moving new molecules. This short note captures our top ten conclusions.
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Semiconductors: outlook in energy transition?
Semiconductors are an energy technology. And they are transforming the future global energy complex, across AI, solar, electric vehicles, LEDs and other new energies. This short article summarizes our outlook for semiconductors in energy transition, and resultant opportunities across our work.
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Commodity prices: metals, materials and chemicals?
Annual commodity prices are tabulated in this database for 70 material commodities, as a useful reference file; covering steel prices, other metal prices, chemicals prices, polymer prices, with data going back to 2012, all compared in $/ton. We have updated the data-file for 2025 data in April-2026.
Content by Category
- Batteries (95)
- Biofuels (44)
- Carbon Intensity (48)
- CCS (64)
- CO2 Removals (9)
- Coal (41)
- Commentary (65)
- Company Diligence (104)
- Data Models (920)
- Decarbonization (162)
- Demand (129)
- Digital (86)
- Downstream (47)
- Economic Model (220)
- Energy Efficiency (76)
- Hydrogen (63)
- Industry Data (308)
- LNG (56)
- Materials (86)
- Metals (88)
- Midstream (45)
- Natural Gas (161)
- Nature (76)
- Nuclear (28)
- Oil (175)
- Patents (39)
- Plastics (44)
- Power Grids (155)
- Renewables (153)
- Screen (136)
- Semiconductors (35)
- Shale (58)
- Solar (72)
- Supply-Demand (53)
- Vehicles (95)
- Video (24)
- Wind (47)
- Written Research (405)