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In-brief analysis

August 21, 2025

Alaska has the highest per capita energy expenditures of any state at $12,100, according to our recently published State Energy Data System information for 2023. Wyoming and North Dakota spent the next most on energy at $10,100 and $9,300 per capita, respectively. All three states spent twice as much as the national average of $4,700. Florida had the lowest per capita energy expenditures at $3,700, followed by New York and Maryland at $3,800 each.

Differences in economy-wide per capita energy expenditures across states are attributable to weather conditions, economic composition, industrial energy consumption, and other factors. Alaska, Wyoming, and North Dakota have cold winters that require more energy for heating, and their state economies have more energy-intensive industrial sectors such as mining and oil and natural gas extraction.

Florida has warm

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Research Opportunities

Computer Vision

Work description

Implement the selected methods for automatic scoring of the aesthetic result of the treatment for breast cancer. Write the activity report on the fellowship.

Academic Qualifications

Be enrolled in a doctoral program in Electrical and Computer Engineering, Informatics, or similar.

Minimum profile required

Global score in the master of at least 15 out of twenty.

Preference factors

Experience in Python. Experience in computer vision.

Maintenance stipend: € 1309.64, according to the table of monthly maintenance stipend for FCT grants , paid via bank transfer. Grant holders may be awarded potential supplements, according to a quarterly evaluation process (Articles 19, 21 and 22 of the Regulations for Grants of INESC TEC and Annex II), up to a maximum limit of 50% of the monthly maintenance stipend.

INESC TEC supports costs with registration,

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Research Opportunities

Electrical, Informatics, Biomedical Engineering

Work description

Extend the knowledge of the state of the art in machine learning for generation of artificial data. Extend the knowledge of the state of the art in machine learning for multimodal data fusion. Identify and select the appropriate methods for the study in question. Develop the research capacity through the application of the selected methods. Exercise a critical spirit in the evaluation of the research process and the results obtained.

Minimum profile required

Experience in Computer Vision and machine learning.

Preference factors

Experience in research projects.

Maintenance stipend: € 1309.64, according to the table of monthly maintenance stipend for FCT grants , paid via bank transfer. Grant holders may be awarded potential supplements, according to a quarterly evaluation process (Articles 19, 21 and 22 of the Regulations for Grants of INESC

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In-brief analysis

August 20, 2025

Developers added 12 gigawatts (GW) of new utility-scale solar electric generating capacity in the United States during the first half of 2025, and they plan to add another 21 GW in the second half of the year, according to our latest survey of electric generating capacity changes. If those plans are realized, solar would account for more than half of the 64 GW that developers plan to bring online this year. Battery storage, wind, and natural gas power plants account for virtually all of the remaining capacity additions for 2025.

Developers could set a record for capacity additions if all 64 GW come online this year. The previous record for U.S. generating capacity additions was set in 2002, when developers added 58 GW to the grid, 57 GW of which was fueled

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