黑料网

Innovation portfolio

BOMP

Advanced machine learning to create an optimal interface between factory management and raw material data, aiming to optimize materials selection, design, and processing.
A person in a lab coat working at a desktop computer with multiple screens displaying data and charts.

Status:

Pre-business

SDGs:

Industry, innovation and infrastructure

Industry:

Engineering technology

Impact:

Sustainable systems

Origin:

Research to Business

School:

School of Science

Established:

2024

BOMP uses machine learning to produce the optimal interface between the factory management end-user and raw data from material properties in an industrial production environment. It aims to optimize materials selection, design, and processing via two learning components: exploring and exploiting 鈥渟mall data鈥 to discover hidden patterns. 

The machine Learning algorithm is based on probabilistic Bayesian reasoning, also known as Bayesian Optimization, and can be easily adapted to challenging problems in many engineering fields, including but not limited to the design of alloys, fluid mechanics, chemical reactions, and materials processing. The final proof-of-concept is an easy-to-use software interface to hard-core science where a layman can optimize material properties and process parameters without any training. This replaces the need for process/material optimization consultancy with a fraction of the cost. This research-to-business project maps the potential avenues to exploit the scientific research as commercial business.

For more information visit the

Contact

Markus Holmstr枚m

Read more about innovation services

Aalto University Innovation Services

Aalto Innovation Services manages the commercialization of inventions at Aalto University.

Researchers

Startup ecosystem

Interested in enterpreneurship, startups and innovations? Welcome to join our community.

A picture taken at the Arctic15 business summit, where the Aalto startup community is showcasing their innovations to stakeholders

Founder School

Aalto Founder School brings entrepreneurship closer to all students at Aalto through monthly Founder Talks, a new minor studies programme, and a tailor-made Founder Sprint for the most driven founders. 聽

Silhouetted people stand before a large screen displaying a vibrant gradient from blue to pink and orange.

Designs for a Cooler Planet 2025 exhibition

Aalto University鈥檚 biggest annual exhibition presents visionary cross-disciplinary work. Come explore prototypes, experiments and solutions.

Visitors at an exhibition exploring sustainable materials. Displays include furniture, small plants, and design elements.

News from innovation ecosystem

Finger touches glowing purple sphere linking tech icons above a city skyline, with the word 鈥渦nite!鈥
Cooperation, Studies, University Published:

Recent Advances and Research Trends in AI, Energy & Industry (Online Lecture Series)

Lecture series for doctoral students focusing on artificial intelligence, energy, and Industry 4.0. Register by 31 March.
Two women smiling talking to each other at one of Aalto Startup Center's event
Campus, Press releases Published:

Startups succeed despite headwinds 鈥 revenue of Aalto Startup Center鈥檚 high-growth companies increased by 355% in three years

Growth companies emerging from Aalto Startup Center continue to expand strongly despite a challenging economic environment. The combined revenue of the fastest-growing companies increased to EUR 56.95 million in 2024.
Two people making a presentation in front of school pupils. A screen shows investment strategies with piggy bank images.
Cooperation, University Published:

Aalto University Junior brings lessons on saving and investing to schools with the support of OP Uusimaa

With the support of donations from OP Uusimaa, Aalto University Junior has developed the Juniorp枚rssi learning platform, which is used in Invest in Your Future workshops delivered to lower secondary and upper secondary schools. The activities have now also been expanded to include Money Moments workshops organised in primary schools.
Seven people holding large checks at PORT_2026 Innovation Challenge event. Checks awarded to teams NEXOS and KOWI.
Press releases Published:

PORT_2026 brings Aalto students together to tackle culture, media, and climate challenges

Nearly 60 Aalto students joined the PORT_2026 Innovation Challenge, developing and pitching solutions addressing culture, media, and climate challenges.
  • Updated:
  • Published:
Share
URL copied!