ScienceOne Research AI Platform: A Practical Guide for Researchers, Providing 24/7 Academic Support

Recently, the worldartificialintelligentAt the conference, Zhongke Wenge Panshi ScienceOne The team revealed two trump cards in one go:

• Specializing in the deep understanding, prediction, and generation of science in scientific contextsMultimodalUnified Reasoning Model — S1-Omni；

• Based on S1-Omni, spanning the entire scientific research life cycleintelligentDigital Service Platform — ScienceOne。

Researchers have endless new papers to read every day; they have to try and fail repeatedly on a single experimental direction; they have to switch between different tools frequently; and after finally getting results, writing papers, adding citations, and changing formatting take up a lot of time.

Chinese Academy of SciencesautomaticThe Institute of Chemistry led the technical breakthroughs for Rock 2.0 (S1-Omni).Zhongke WengeThen the main attackLarge ModelTraining, putting these capabilities into practice in ScienceOne research.intelligentWithin the platform, let AI Large ModelThis truly integrates into the research workflow, enabling all researchers to have a dedicated academic assistant available 24/7.

existup to dateIn the tests, the S1-Omni demonstrated extremely powerful performance:In all evaluations, 95.5% of the tasks outperformed [the previous performance]. GPT-5.5, 83.3% beat Gemini-3.1-Pro。

Focusing on 18 highly challenging ADMET (Advanced Drug Development and Evaluation) assessments in drug development,S1-Omni's performance is significantly closer to that of a professional. SOTA Model,Six of these metrics even surpassed traditional dedicated state-of-the-art (SOTA) models, achieving the best individual results.。

▲ S1-Omni and GPT‑5.5、Gemini-3.1- Comparison of ADMET scores between Pro and professional SOTA. Bold blue text indicates the best individual score, and underlined text indicates the second best.

This means that in the future, we may no longer need to train and deploy those cumbersome specialized systems separately for individual research projects.Large ModelAlright.

Endorsed by the Chinese Academy of Sciences, WAIThe S1-Omni boasts impressive features: a first-ever release and leading overall performance. But how does it actually perform in real-world research scenarios?

Today, let's experience together how S1-Omni helps researchers get things done.

We opened the ScienceOne platform, built on the S1-Omni, which can be explained in plain language... AI It helps us to view information, select research topics, search for papers, conduct experiments, present results, add figures, and conduct reviews...

In-depth research on a topic

We enter a topic that interests us:

Prompt wordsThis review summarizes four representative achievements of the United States in the field of biomarker research for early diagnosis of Alzheimer's disease over the past three years, including new blood biomarkers and imaging biomarkers.

If we're doing the research manually, we need to search for papers and official announcements to understand and differentiate between blood biomarkers, medical imaging, and... AI For predictive and other technical approaches, it's necessary to verify the research time, institutions, samples, and key indicators one by one, and slowly explore by opening dozens of web pages.

ScienceOne has 2000+ Skills built-in. MCP Plugins and nearly 300 professional databasesIt can be done in the dialogueintelligentThey can independently utilize the most suitable skills and tools to complete research tasks.

ScienceOne first considers and refines search keywords based on our needs.The first round involves a broad search.fastFigure out the direction. After discovering clues, conduct a second search to fill in the key information.

This process is very similar to our own research: first, we conduct extensive searches to find a direction, and then we follow the clues to investigate further.

Let's take a look at ScienceOne's response:

Each achievement lists the research institution, technical direction, key data, and research significance. Finally, a summary table is generated, along with reference sources.

The most feared thing in scientific researchLarge ModelUnlike the black-box operations, ScienceOne uses standardized processes, structured results, and clear citation sources, saving a lot of trouble.

According to the ScienceOne website,The platform has aggregated over 5,000 scientific tools and 294 specialized datasets.It covers research stages such as data processing, model training, and feature analysis. Faced with different tasks, the model can select the appropriate tool through dialogue, eliminating the need for us to search for and operate them one by one.

AI Image

When writing a paper, a high-quality illustration is often needed to aid in explanation. We can let ScienceOne generate scientific illustrations using natural language.

Prompt wordsA kinetic model of photocatalytic charge separation and transfer was constructed to analyze the exciton generation, interface migration, and recombination loss processes, and Chinese images were generated.

In a single sentence, ScienceOne breaks down the complex photocatalysis process into a vivid picture, complete with band structure, kinetic model, process analysis, and even illustrations.

AI Review

After finishing a paper, the most frustrating thing is figuring out how to optimize it. Is the innovation point prominent enough? Are there any obvious gaps in the experimental design? Are the references too outdated? Even after staring at the paper dozens of times, it's hard to find the problems.

ScienceOne's innovation evaluation can help us with a pre-submission review.

Currently, two types of tasks are supported: one is the evaluation of topic selection before project initiation and thesis proposal; the other is the quality check before thesis submission.

We uploaded an unpublished paper in the field of multi-objective network optimization, along with the paper attachment, and requested that it strictly adhere to... IEEE Peer Review Process Guidelines(IEEE Peer Review Process Guidelines)A comprehensive evaluation will be conducted.

After the file is uploaded, ScienceOne first reads the paper and review criteria, and then determines the task type.automaticThe corresponding innovation evaluation skill was invoked, and a structured review process was generated.

ScienceOne, like a discerning real reviewer, examines papers item by item from 7 dimensions:Originality, technical correctness, research relevance, experimental verification, paper presentation, references, and publication standards.。

Ultimately, this test paper received an overall score of 3.6/4.0, and was recommended for acceptance.

Even more useful are the detailed evaluations and improvement suggestions in each dimension that follow.

For example, ScienceOne pointed out that this paper received 4 points for originality, technical correctness, and experimental verification; however, it only received 3 points for expression, references, and publication standards. ScienceOne directly identified the problems: some English technical expressions were not accurate enough, citation formats need to be standardized, theoretical proofs could be supplemented with more formula details, and the experimental section needs to be more targeted. Baseline contrast.

ScienceOne also generated the review results in both HTML and Markdown formats, making it convenient for further modification, sharing, or archiving.

Why is ScienceOne able to make such an in-depth assessment of advancement and innovation?

According to the official website,ScienceOne aggregates publicly available information on 32 million research projects from over 40 countries worldwide, 700,000 annual industry R&D reports, and 270 million papers and patents.This massive amount of data provides...Large ModelThis provides a strong reference context for evaluating the advancement and reproducibility of a work.

certainly,AI Giving a "received" rating does not mean that IEEE will actually receive it.

We can think of this as the first round of pre-submission medical examination, helping us to identify and avoid obvious problems in advance. However, the real issues involving judging innovativeness, experimental reliability, and publication decisions still require the oversight of supervisors, peer experts, and journal reviewers.

Tracking global scientific research headlines

In addition to proactive interaction, ScienceOne also providesScientific Research Headlines SectionThis site collects global scientific research news and cutting-edge papers, covering a wide range of categories including mathematical sciences, chemistry, and life sciences.

We can subscribe to specific topics based on our research interests.AI Personalization will be based on our subscription.recommend。

In the past, when tracking cutting-edge information, the common practice was to search for keywords again after a period of time.

Now, through this weekly report push and subscription mechanism, our way of obtaining cutting-edge information has been upgraded from the previous passive keyword search to...Proactive scientific research insightsThis can save us a lot of effort in tracking literature.

research AI It is moving from statistical fitting to logical reasoning. Large ModelIt has transformed from a cold, impersonal black box that only provides predicted values into a scientific assistant that can communicate with professional researchers on the level of logic and common sense in physics.

ScienceOne takes an extremely lightweight approach to scientific research. AI pathIn the actual R&D process, we used to need to deploy, fine-tune, and maintain several completely different dedicated models. The data flow conversion between different modalities was extremely cumbersome, and the overall maintenance cost of the software and hardware was extremely high.

S1-Omni provides a unified scienceLarge ModelThe base connects to and drives decoders across various vertical domains. This reduces the complexity of environment deployment and makes interdisciplinary research easier to implement.

This unified representation and logic-first architectural design will become the future of science.Large ModelA model for research and development.

We are also keenly aware that scientific research is a field with extremely low tolerance for error and allows no room for carelessness. For S1-Omni to achieve greater stability and go further in genuine academic research, it still cannot do without...open sourceThe community's continuous addition of high-quality data, and the repeated testing of its capabilities by researchers in real-world scenarios.

Interested researchers can try it out right away! ScienceOne is currently available...freeClaim a one-month trial and redeem an invitation code:DH26GYZ1688(Limited quantity, first come first served).