Accuracy and Interpretability: The Devil and the Holy Grail. New Routes across Old Boundaries in Computational Spectroscopy

可解释性 口译(哲学) 化学 集合(抽象数据类型) 数据科学 领域(数学) 认识论 计算机科学 管理科学 计算化学 人工智能 工程类 数学 哲学 程序设计语言 纯数学
作者
Cristina Puzzarini,Julien Bloino,Nicola Tasinato,Vincenzo Barone
出处
期刊:Chemical Reviews [American Chemical Society]
卷期号:119 (13): 8131-8191 被引量:224
标识
DOI:10.1021/acs.chemrev.9b00007
摘要

The past decade has witnessed an increasing interaction between experiment and theory in the field of molecular spectroscopy. On the computational side, ongoing developments of hardware and software have moved computational spectroscopy from a highly specialized research area to a general tool for researchers in different fields of chemical science. However, since its dawn, computational spectroscopy has been characterized by the dichotomies of qualitative and quantitative description, and of interpretation and accuracy. Indeed, the analysis of experiments is seldom straightforward because of the subtle interplay of several different effects, which are not easy to evaluate and isolate, and/or the complexity of the system under consideration. Often, the accuracy has to be set aside for a more qualitative analysis that will provide the means for a broad interpretation. In such a scenario, the most recent advances in theoretical treatments as well as computational tools have opened the way to the reconciliation of accuracy and interpretability, resulting in unequivocal analyses and assignments of experimental spectra and their unbiased interpretation. This Review aims at being a comprehensive, authoritative, critical, and readable account of general interest to the chemistry community because of the wealth of qualitative and quantitative information that can be obtained from spectroscopic investigations. Limiting ourselves to rotational and vibrational spectroscopy, emphasis will be put on accuracy and interpretability as well as on the routes toward their reconciliation and integration.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
刚刚
科目三应助Demon采纳,获得10
刚刚
cdercder应助思政部采纳,获得10
1秒前
柚子完成签到,获得积分10
1秒前
123完成签到,获得积分10
2秒前
君莫笑发布了新的文献求助10
4秒前
刘瑞吉完成签到,获得积分10
4秒前
小鲤鱼发布了新的文献求助10
5秒前
陶兜兜完成签到,获得积分10
5秒前
英姑应助停婷采纳,获得10
6秒前
螃蟹完成签到,获得积分10
6秒前
小透明应助慢慢来采纳,获得10
7秒前
宋嘉新发布了新的文献求助10
7秒前
大模型应助晨风采纳,获得10
7秒前
所所应助lkkk采纳,获得10
8秒前
8秒前
9秒前
感性的梦露完成签到,获得积分10
9秒前
DSL、完成签到,获得积分0
10秒前
11秒前
12秒前
12秒前
顺心的奄完成签到,获得积分20
13秒前
洋芋粑完成签到,获得积分20
13秒前
螃蟹发布了新的文献求助10
14秒前
再沉默发布了新的文献求助10
14秒前
慢慢来完成签到 ,获得积分10
15秒前
Victoria613完成签到,获得积分10
15秒前
wannnnn完成签到,获得积分10
15秒前
小白花完成签到,获得积分10
15秒前
16秒前
CKK发布了新的文献求助30
16秒前
Light98完成签到,获得积分10
17秒前
17秒前
peter1发布了新的文献求助30
17秒前
科研通AI6.4应助唐德情采纳,获得30
17秒前
FashionBoy应助哭泣的芷容采纳,获得10
18秒前
19秒前
19秒前
细心的思天完成签到 ,获得积分10
19秒前
高分求助中
Principles of Economics, 11th Edition 10000
University Physics with Modern Physics, 16th edition 10000
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Environmental Leverage in Times of Climate Crisis: Product Standards, Carbon Border Measures and Preferential Trade Agreements 1000
Matrix Methods in Data Mining and Pattern Recognition 510
Social Skills Improvement System-Rating Scales--Chinese Version 500
Dynamische Polarisation von H-1 und B-11 in (CH-3)-3NBH-3 500
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 内科学 物理 复合材料 催化作用 细胞生物学 无机化学 光电子学 物理化学 电极 基因
热门帖子
关注 科研通微信公众号,转发送积分 7242842
求助须知:如何正确求助?哪些是违规求助? 8867263
关于积分的说明 18705182
捐赠科研通 6916600
什么是DOI,文献DOI怎么找? 3196406
关于科研通互助平台的介绍 2369797
邀请新用户注册赠送积分活动 2171022