Innovative Research in Microbial Adaptability

We specialize in interdisciplinary research combining protein sequence data and environmental parameters to enhance understanding of deep-sea microorganisms and their adaptability through advanced deep learning techniques.

A detailed digital depiction of a DNA helix structure, with strands intertwined and illuminated in contrasting hues. The image is set against a dark background, highlighting the bright blues and pinks that represent the complex molecular formation. The strands are intricately detailed, resembling a flowing pattern of dots and lines that suggest motion and energy.
A detailed digital depiction of a DNA helix structure, with strands intertwined and illuminated in contrasting hues. The image is set against a dark background, highlighting the bright blues and pinks that represent the complex molecular formation. The strands are intricately detailed, resembling a flowing pattern of dots and lines that suggest motion and energy.

Deep-Sea Research

Interdisciplinary study combining protein sequences and environmental parameters.

A highly detailed and magnified 3D rendering of a virus particle. The surface is spherical and covered in red spike proteins protruding from a grey core, with small orange and yellow elements scattered across.
A highly detailed and magnified 3D rendering of a virus particle. The surface is spherical and covered in red spike proteins protruding from a grey core, with small orange and yellow elements scattered across.
A 3D rendering of a microchip with the letters 'AI' prominently displayed on its surface, set on a dark, circular platform.
A 3D rendering of a microchip with the letters 'AI' prominently displayed on its surface, set on a dark, circular platform.
A digital rendering of an electronic circuit board, with a central black chip featuring the text 'CHAT GPT' and 'Open AI' in gradient colors. The background consists of a pattern of interconnected triangular plates, illuminated with a blue and purple glow, adding a futuristic feel.
A digital rendering of an electronic circuit board, with a central black chip featuring the text 'CHAT GPT' and 'Open AI' in gradient colors. The background consists of a pattern of interconnected triangular plates, illuminated with a blue and purple glow, adding a futuristic feel.
A packet of vegan protein powder is displayed on a kitchen countertop next to a red shaker bottle. The label on the packet reads 'Sprouts Vegan Protein, Salted Caramel flavored' and specifies features like easy to digest, gluten-free, and soy-free. The background is a blurred kitchen setting with dim lighting and a hint of a green plant.
A packet of vegan protein powder is displayed on a kitchen countertop next to a red shaker bottle. The label on the packet reads 'Sprouts Vegan Protein, Salted Caramel flavored' and specifies features like easy to digest, gluten-free, and soy-free. The background is a blurred kitchen setting with dim lighting and a hint of a green plant.
A stylized, green geometric logo resembling overlapping lines forms the central focus. Below the logo, the text 'Open AI' is displayed in a golden hue. The background features a pattern of concentric, reflective circles with a teal tint on a dark surface.
A stylized, green geometric logo resembling overlapping lines forms the central focus. Below the logo, the text 'Open AI' is displayed in a golden hue. The background features a pattern of concentric, reflective circles with a teal tint on a dark surface.
A smartphone displays a webpage related to ChatGPT, showcasing details about the language model and its development. The screen shows text explaining ChatGPT's capabilities and origins. In the background, a logo with a neural network design and the word 'ChatGPT' are visible.
A smartphone displays a webpage related to ChatGPT, showcasing details about the language model and its development. The screen shows text explaining ChatGPT's capabilities and origins. In the background, a logo with a neural network design and the word 'ChatGPT' are visible.

Deep-Sea Research

Interdisciplinary approach to studying deep-sea microorganisms and environments.

A display screen shows information about ChatGPT, a language model for dialogue optimization. The text includes details on how the model is used in conversational contexts. The background is primarily green, with pink and purple graphic lines on the right side. The OpenAI logo is positioned at the top left.
A display screen shows information about ChatGPT, a language model for dialogue optimization. The text includes details on how the model is used in conversational contexts. The background is primarily green, with pink and purple graphic lines on the right side. The OpenAI logo is positioned at the top left.
Feature Extraction

Extracting environmental adaptability features from protein sequences.

A container of organic pea protein powder sits on a kitchen counter alongside freshly baked muffins and scattered blueberries. The scene is set on a wooden cutting board, surrounded by a striped kitchen towel and a muffin tray. The overall setting suggests a cozy home kitchen environment.
A container of organic pea protein powder sits on a kitchen counter alongside freshly baked muffins and scattered blueberries. The scene is set on a wooden cutting board, surrounded by a striped kitchen towel and a muffin tray. The overall setting suggests a cozy home kitchen environment.
Joint Modeling

Combining environmental parameters with protein sequence features.

A container labeled 'protein' with a design of a muscular arm is placed on a reflective surface. Next to it, a white scoop with protein powder is partially filled and some powder is spilled on the surface.
A container labeled 'protein' with a design of a muscular arm is placed on a reflective surface. Next to it, a white scoop with protein powder is partially filled and some powder is spilled on the surface.
Abstract representation of digital text overlay with questions about large language models, featuring a futuristic, stylized reflection and refracted light effect.
Abstract representation of digital text overlay with questions about large language models, featuring a futuristic, stylized reflection and refracted light effect.
API Support

Enhancing data processing, model training, and visualization.

Predictive Capabilities

Developing models to predict environmental adaptability outcomes.