Big Data and Machine Learning in Microscopy
MLM24
- 17-19 September 2024
- Kanazawa, Japan
Introduction
The new era of big data and machine learning offers the potential to revolutionize the field of microscopy, particularly for high-resolution electron and scanning probe techniques. From detailed analysis to automation, it is possible to totally transform the process of imaging and provide a much greater reward in terms of new science and societal impact. The MLM24 meeting will bring together pioneers who are bringing these new approaches to microscopy research and provide a discussion rich environment. The meeting will include a strong tutorial component, particularly suited for newcomers to the field and young researchers.
The workshop welcomes contributions for presentations on the following topics:
- Data management in high-resolution microscopy
- Machine learning analysis methods
- Microscopy automation
- Novel approaches for data visualisation and analysis
- High-throughput simulation approaches
- Applications of data science and machine learning in microscopy
Location
The workshop will be held in Kanazawa in Japan. Kanazawa (金沢市 Kanazawa-shi) is the capital of Ishikawa Prefecture. It is located in the north-western region of Japan, bordered by the Sea of Japan to the west.
Kanazawa was one of the few major Japanese cities to be spared destruction by air raids during World War II, and as a result, much of Kanazawa’s considerable architectural heritage has been preserved. Kenrokuen Garden is by far the most famous part of Kanazawa. Originally built as the outer garden of Kanazawa Castle, it was opened to the public in 1875. It is considered one of the “three great gardens of Japan” and is filled with a variety of trees, ponds, waterfalls and flowers stretching over 25 acres (10 ha)). In winter, the park is notable for its yukitsuri – ropes attached in a conical array to trees to support the branches under the weight of the heavy wet snow, thereby protecting the trees from damage.
Kanazawa is known for its traditional Kaga Cuisine, with seafood a specialty. The sake produced in this region, derived from the rice grown in Ishikawa Prefecture with the considerable precipitation of the Hokuriku region, is considered to be of high quality. Omicho market is a market in the middle of the city, originally open-air, and now covered, which dates back to the Edo period. Most of the shops there sell seafood.
Venue
The meeting will be held in seminar room B at the Shiinooki Cultural Complex. The Shiinoki Cultural Complex, Ishikawa Prefecture, was a part of the previous prefectural government building (constructed in 1924). The front side of the Shiinoki Cultural Complex maintains the original bricks, and the opposite side provides a modern space with glass windows. The facilities harmonized with two acorn trees (estimated to be 300 years old) incorporate an interactive space including a tourist information desk, restaurant and cafe, conference room, and galleries. It is near the city centre, Kanazawa castle and the Kenrokuen gardens, about 10 minutes walk from Omicho market and about 20 minutes walk from the train station.
Travel
While Komatsu is the closest airport, Kanazawa is easily accessible from any major airport in Japan via rail. For details see the Kanazawa tourist information site here.
Accommodation
Kanazawa has a wide variety of affordable accommodation, particularly around the main train station and the city centre. Availability is usually good in September, but we still recommend booking well in advance. We can recommend the following based on personal experience:
- Kanazawa Manten Hotel Ekimae – next to train station
- Crowne Plaza - ANA Kanazawa – next to train station
- Kanazawa Tokyu Hotel – city centre
- Square Hotel – city centre
- Soki Kanazawa – city centre
Costs
Participation fee
Participation is free. However, the number of participants is limited. If more applications are received than the conference facilities allow, the participants will be chosen based on their abstract and its relevance to the workshop topics.
Workshop dinner
The workshop dinner will be held on Wednesday 18.9 at Shougyotei. The attendees will be picked up outside the workshop venue at 18:45 and returned afterwards. The dinner will be a traditional Japanese banquet with drinks included (vegetarian option possible). If you want to attend, please select this option during registration and the cost will need to be paid in cash to the workshop administration (12 000 ¥).
Registration
Registration is closed. Contact the organizers if you still wish to participate.
Invited speakers
- Yongtao Liu, ORNL, USA
- David Gao, Nanolayers Ltd, UK
- Teruyasu Mizoguchi, Tokyo University, Japan
- Christian Wagner, Forschungszentrum Juelich GmbH, Germany
- George Heath, Leeds University, UK
- Oliver T Hofmann, TU Graz, Austria
- Koji Tsuda, Tokyo University, Japan
- Jiali Li, National University of Singapore
- Fabio Priante, Aalto University, Finland
- Maria K. Chan, ANL, USA
Organizers
- Adam Foster, Aalto University, Finland/NanoLSI, Kanazawa, Japan
- Lauri Kurki, Aalto University, Finland
- Takashi Sumikama, NanoLSI, Kanazawa, Japan
