In addition to Jesse Glick answer, if you want to pass string parameter then use:
build job: 'your-job-name',
parameters: [
string(name: 'passed_build_number_param', value: String.valueOf(BUILD_NUMBER)),
string(name: 'complex_param', value: 'prefix-' + String.valueOf(BUILD_NUMBER))
]